From e4187d6a56d2a1018069eebc1f798d12e9fd2029 Mon Sep 17 00:00:00 2001
From: Anuraj Suman <anuras92@zedat.fu-berlin.de>
Date: Fri, 5 May 2023 12:34:19 +0200
Subject: [PATCH] Code changes for metabolite selection
---
PCLR/PCLR_MTBLS92.xlsx | Bin 5084 -> 5086 bytes
PCLR/PCLR_MTBLS92_Working_Copy.ipynb | 108 ++++++++++++---------------
2 files changed, 47 insertions(+), 61 deletions(-)
diff --git a/PCLR/PCLR_MTBLS92.xlsx b/PCLR/PCLR_MTBLS92.xlsx
index f2b78d5a11ae80cd58bdd10b1062c58430966519..4bfeb6f59d45c9e7e52a59f1c1b090a60a444266 100644
GIT binary patch
delta 813
zcmcbkeovhzz?+#xgn@y9gMlSvBF|bTmXM9RWf+-QLN?!Iv}faG30WF8`Ov|ie;FAV
z#3!qADAwQZn{6QQSCo6@t&m#@&Sol+jF+ATnetzCyBR09YE{t*l?A3VZuw>W-zR70
zcvEkQ{sYP1b7mH&_(yntT@%dUT=#s@g^81;g6{>dnk-VZE;iCBvAitk>75$^Z&&Jx
ze#qrL#rjo}JLBBuL!F1Mwg(kz@Vlk3t`WJ|Zu9)rd6AYi^-9N!&vlk=^XFB|keOD)
z@1L-5igv2<tqnPwWw_>^Y|^;ldak*Azr=%|zYbjI(W>33wjxFOsWIE>+$RP(94snq
zk~{v&CbBsxOw4_Jz4LOWm(qu#+O+=x+1sPcVh;Os<=?!vWTJ7|39+(23TL9i<R30c
zzhPqWyzThHNuq%(jQQ$?V|+H2<+j+)6@77Oa$uSH=BGY9?s|N896Wk+S&L0971OUz
zwA5cUe`)J>hv(N9{+Y0)LF~F?_J7m1sHMFz|8>3}+^=v@yQnA9qhCCAS)F_1d-M5I
z_l7OmK4;R&53)0L@8AEE@p<X&1I5P~zx-VwYX1J1VY!i-?Qhw8Lg!Q8mez}3|FBr`
zQS(RL#CH{6+8#`eY(BQ;p!DWF^=G6?X0zU!aPRTs`ZKT8b`;;__?2@dFU<TL*O%;#
z$|BYut?uk{dl0?-_nB1TlpWkwZx)H4=W;)$zV2J(!p?@dscz?G7sbtc=$()fxqIit
zV<+~+Eh{T(Jj7g9ufEih-GX&iq{M&L0B)r8ve}#K5)%_k$Ygom=b#kB!50lmIg?ZQ
zAA`7F0$yP5G(j7XqAP;7AWB%s9xYYH3t56BW(mneIC3#CROILvmsIAY7VA~y<^*^%
zGKnz566n&f>0P^J4lpn<2s1G-a5Er41EVM}14DdKYEH4f9*9KMIGImahVkEIZDBc(
vP2R#XjM0-bgf-<s$vbsI<s?Z)28Q#@3=F~u6B!y99VTxOR%7cD1PKBF&4WP-
delta 788
zcmcboen*`rz?+#xgn@y9gMr;=BF|bTcAt&AWf+;*eKy}@v}faG_gNYi*Ugpin~{M*
zY_ckcVts7>Yy*+M+G3Zk_+)KR<W&@P%(7edG%;(+yT^&M)YNyfgh(6T=DfXszOS%L
zc!K_e>bJ%3Y~8>0dMVBi<yvqt|6Gx2anRcC>Yl51tbS9qxlWw*Q&L%etL0NisA8j>
zmO%Oqb(I5i(sl~Fhvq3i_LyUGy6A?-62CdYKhybqrWn^BFJ9M~TjsOX_ko4h3&D8~
z^_pgvTy~^crpOdc?UeEKNITbDzF+F*=c|qDC8w;~=oWU;uOnT04Zm^wjkbn^anWp9
zb?Ffd$<t13`S|+K%PXq78+Pv7RKH@2w66841jQTM-z>O1Q`qVS1E;OwUeTxSJ6=d$
z=ha)etWd?ZbIDan_xkGHGj89SD)_8qTJ-dJTTFJ()Lfoy5nQ%NN@<O+wpsgk@h6Mq
zPiDsb)8W~}y6a8*rOW$Rx4dG{{d-*^XUesrzpL-C?{`dEf5K8t(9ZnSnZJEZ_w((%
zi`QOAuyw!u(Rxe7{{25MKJzwjeBQ>$^LK&h_BY1_%cT}I{_M-2_<Yj0UG=N&{-or5
zJorUS(46PKz#gOQklChH$<w~~M=s9W?2u_vQS+xi@-9oc-pm6Nd~Th6bxg9cPStEf
z(sJ3fuMcaJzfIV&r0Dgz_XXVMaZ~3?%wJ)Xw$q76=x~m1`GlIvR{cgX*VJcz8M+l)
zea=2$%H*H%*M*~&_l>{`_ryQq0p84<@YJ%|m+KM}6T8o3Mc(J2^uom#4N5nY)A=8R
zxIO}2VD1b-8<3)Fg0>(^RLCAJO(hChf+Xe$$uQba-YFzw4N7v;yLQVQU|?VnW@2FA
zW<Y=jMqyqChWMh?oML@F5E<aj$RxrHOTd!_gk>22Ox6{a0~zTnEW;Q%IZIem9%N+d
ggvv>hj0_CtnHd;_5hgM;FxpMtB&^2PAqWx#0Pf^5z5oCK
diff --git a/PCLR/PCLR_MTBLS92_Working_Copy.ipynb b/PCLR/PCLR_MTBLS92_Working_Copy.ipynb
index bb599d3..36651ff 100644
--- a/PCLR/PCLR_MTBLS92_Working_Copy.ipynb
+++ b/PCLR/PCLR_MTBLS92_Working_Copy.ipynb
@@ -109,9 +109,9 @@
"base_uri": "https://localhost:8080/"
},
"id": "Q8bbG2ilcY1z",
- "outputId": "2c22f1c6-730a-4919-cc3f-81d3ea0d9c8a"
+ "outputId": "c7ade48e-93e3-4e7b-a220-02c7e9599917"
},
- "execution_count": 1,
+ "execution_count": 12,
"outputs": [
{
"output_type": "stream",
@@ -119,9 +119,8 @@
"text": [
"Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
"Collecting https://github.com/KevinMMendez/cimcb/archive/master.zip\n",
- " Downloading https://github.com/KevinMMendez/cimcb/archive/master.zip\n",
- "\u001b[2K \u001b[32m\\\u001b[0m \u001b[32m486.2 kB\u001b[0m \u001b[31m8.4 MB/s\u001b[0m \u001b[33m0:00:00\u001b[0m\n",
- "\u001b[?25h Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
+ " Using cached https://github.com/KevinMMendez/cimcb/archive/master.zip\n",
+ " Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
"Requirement already satisfied: bokeh>=1.0.0 in /usr/local/lib/python3.10/dist-packages (from cimcb==2.1.0) (2.4.3)\n",
"Requirement already satisfied: keras>=2.2.4 in /usr/local/lib/python3.10/dist-packages (from cimcb==2.1.0) (2.12.0)\n",
"Requirement already satisfied: numpy>=1.12 in /usr/local/lib/python3.10/dist-packages (from cimcb==2.1.0) (1.22.4)\n",
@@ -129,48 +128,35 @@
"Requirement already satisfied: scipy in /usr/local/lib/python3.10/dist-packages (from cimcb==2.1.0) (1.10.1)\n",
"Requirement already satisfied: scikit-learn in /usr/local/lib/python3.10/dist-packages (from cimcb==2.1.0) (1.2.2)\n",
"Requirement already satisfied: statsmodels in /usr/local/lib/python3.10/dist-packages (from cimcb==2.1.0) (0.13.5)\n",
- "Collecting theano\n",
- " Downloading Theano-1.0.5.tar.gz (2.8 MB)\n",
- "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m2.8/2.8 MB\u001b[0m \u001b[31m34.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
- "\u001b[?25h Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
+ "Requirement already satisfied: theano in /usr/local/lib/python3.10/dist-packages (from cimcb==2.1.0) (1.0.5)\n",
"Requirement already satisfied: tqdm in /usr/local/lib/python3.10/dist-packages (from cimcb==2.1.0) (4.65.0)\n",
"Requirement already satisfied: xlrd in /usr/local/lib/python3.10/dist-packages (from cimcb==2.1.0) (2.0.1)\n",
"Requirement already satisfied: joblib in /usr/local/lib/python3.10/dist-packages (from cimcb==2.1.0) (1.2.0)\n",
+ "Requirement already satisfied: pillow>=7.1.0 in /usr/local/lib/python3.10/dist-packages (from bokeh>=1.0.0->cimcb==2.1.0) (8.4.0)\n",
"Requirement already satisfied: tornado>=5.1 in /usr/local/lib/python3.10/dist-packages (from bokeh>=1.0.0->cimcb==2.1.0) (6.2)\n",
"Requirement already satisfied: packaging>=16.8 in /usr/local/lib/python3.10/dist-packages (from bokeh>=1.0.0->cimcb==2.1.0) (23.1)\n",
+ "Requirement already satisfied: PyYAML>=3.10 in /usr/local/lib/python3.10/dist-packages (from bokeh>=1.0.0->cimcb==2.1.0) (6.0)\n",
"Requirement already satisfied: Jinja2>=2.9 in /usr/local/lib/python3.10/dist-packages (from bokeh>=1.0.0->cimcb==2.1.0) (3.1.2)\n",
- "Requirement already satisfied: pillow>=7.1.0 in /usr/local/lib/python3.10/dist-packages (from bokeh>=1.0.0->cimcb==2.1.0) (8.4.0)\n",
"Requirement already satisfied: typing-extensions>=3.10.0 in /usr/local/lib/python3.10/dist-packages (from bokeh>=1.0.0->cimcb==2.1.0) (4.5.0)\n",
- "Requirement already satisfied: PyYAML>=3.10 in /usr/local/lib/python3.10/dist-packages (from bokeh>=1.0.0->cimcb==2.1.0) (6.0)\n",
- "Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.10/dist-packages (from pandas->cimcb==2.1.0) (2022.7.1)\n",
"Requirement already satisfied: python-dateutil>=2.8.1 in /usr/local/lib/python3.10/dist-packages (from pandas->cimcb==2.1.0) (2.8.2)\n",
+ "Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.10/dist-packages (from pandas->cimcb==2.1.0) (2022.7.1)\n",
"Requirement already satisfied: threadpoolctl>=2.0.0 in /usr/local/lib/python3.10/dist-packages (from scikit-learn->cimcb==2.1.0) (3.1.0)\n",
"Requirement already satisfied: patsy>=0.5.2 in /usr/local/lib/python3.10/dist-packages (from statsmodels->cimcb==2.1.0) (0.5.3)\n",
"Requirement already satisfied: six>=1.9.0 in /usr/local/lib/python3.10/dist-packages (from theano->cimcb==2.1.0) (1.16.0)\n",
- "Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/dist-packages (from Jinja2>=2.9->bokeh>=1.0.0->cimcb==2.1.0) (2.1.2)\n",
- "Building wheels for collected packages: cimcb, theano\n",
- " Building wheel for cimcb (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
- " Created wheel for cimcb: filename=cimcb-2.1.0-py3-none-any.whl size=166785 sha256=bccbd41551001eb878ba584f333c1d05b467e2ea145be2b8b02622052edd396e\n",
- " Stored in directory: /tmp/pip-ephem-wheel-cache-am7fem44/wheels/7b/86/72/e33231802da24f264f585c8e6cc4c045a6fc4a903b09cec5c2\n",
- " Building wheel for theano (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
- " Created wheel for theano: filename=Theano-1.0.5-py3-none-any.whl size=2668109 sha256=c8097f2c431f446d237d345296056404f9be2e254e7485c6f35007ebe6242b6d\n",
- " Stored in directory: /root/.cache/pip/wheels/d9/e6/7d/2267d21a99e4ab8276f976f293b4ff23f50c9d809f4a216ebb\n",
- "Successfully built cimcb theano\n",
- "Installing collected packages: theano, cimcb\n",
- "Successfully installed cimcb-2.1.0 theano-1.0.5\n"
+ "Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/dist-packages (from Jinja2>=2.9->bokeh>=1.0.0->cimcb==2.1.0) (2.1.2)\n"
]
}
]
},
{
"cell_type": "code",
- "execution_count": 2,
+ "execution_count": 13,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "pCvJAlPlJ7mY",
- "outputId": "75366a1c-b7c4-426e-dbf7-631918c813e7"
+ "outputId": "d1d9030f-c3bf-4f4d-927b-e0dfaff2d582"
},
"outputs": [
{
@@ -211,9 +197,9 @@
"base_uri": "https://localhost:8080/"
},
"id": "ZZxe_zfSMjZj",
- "outputId": "35066752-cda5-4301-ca3d-d1754f71a795"
+ "outputId": "7dc61631-af3d-4643-cf20-107e6ad295f3"
},
- "execution_count": 3,
+ "execution_count": 14,
"outputs": [
{
"output_type": "stream",
@@ -272,9 +258,9 @@
"base_uri": "https://localhost:8080/"
},
"id": "RbhbBSbZMyu2",
- "outputId": "6c9ee0d4-2213-47ac-875b-990db450a257"
+ "outputId": "eb59a8d6-aa7f-4999-b6c2-cdc4568c770c"
},
- "execution_count": 4,
+ "execution_count": 15,
"outputs": [
{
"output_type": "stream",
@@ -319,9 +305,9 @@
"height": 1000
},
"id": "b2KMcXf9M-M0",
- "outputId": "cecffd77-4437-427c-f695-88f2c46a06e4"
+ "outputId": "f5331384-2fb8-4290-ae0b-764ef2466cfa"
},
- "execution_count": 5,
+ "execution_count": 16,
"outputs": [
{
"output_type": "stream",
@@ -335,15 +321,15 @@
"output_type": "stream",
"name": "stderr",
"text": [
- "1/2: 100%|██████████| 41/41 [00:13<00:00, 3.04it/s]\n",
- "2/2: 100%|██████████| 410/410 [00:30<00:00, 13.50it/s]\n"
+ "1/2: 100%|██████████| 41/41 [00:18<00:00, 2.19it/s]\n",
+ "2/2: 100%|██████████| 410/410 [00:42<00:00, 9.66it/s]\n"
]
},
{
"output_type": "stream",
"name": "stdout",
"text": [
- "Time taken: 0.74 minutes with 2 cores\n",
+ "Time taken: 1.03 minutes with 2 cores\n",
"Done!\n"
]
},
@@ -649,7 +635,7 @@
"data": {
"text/html": [
"\n",
- " <div class=\"bk-root\" id=\"83661b16-fd01-497c-aac2-afdc57f7fb4f\" data-root-id=\"1203\"></div>\n"
+ " <div class=\"bk-root\" id=\"24ec88ce-4f41-4692-878f-e65106d91d38\" data-root-id=\"3697\"></div>\n"
]
},
"metadata": {}
@@ -660,8 +646,8 @@
"application/javascript": [
"(function(root) {\n",
" function embed_document(root) {\n",
- " const docs_json = {\"77efe426-4876-4fed-89d9-9e897e3d31d4\":{\"defs\":[],\"roots\":{\"references\":[{\"attributes\":{\"children\":[{\"id\":\"1202\"},{\"id\":\"1200\"}]},\"id\":\"1203\",\"type\":\"Column\"},{\"attributes\":{},\"id\":\"1112\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1002\"}},\"id\":\"1158\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1113\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"white\"},\"hatch_alpha\":{\"value\":0.1},\"line_alpha\":{\"value\":0.4},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":8},\"x\":{\"field\":\"values_string\"},\"y\":{\"field\":\"cv\"}},\"id\":\"1155\",\"type\":\"Circle\"},{\"attributes\":{\"tools\":[{\"id\":\"1075\"},{\"id\":\"1076\"},{\"id\":\"1077\"},{\"id\":\"1078\"},{\"id\":\"1079\"},{\"id\":\"1080\"},{\"id\":\"1081\"},{\"id\":\"1160\"},{\"id\":\"1162\"},{\"id\":\"1164\"}]},\"id\":\"1085\",\"type\":\"Toolbar\"},{\"attributes\":{\"callback\":null,\"mode\":\"vline\",\"renderers\":[{\"id\":\"1125\"}],\"tooltips\":[[\"AUCfull\",\"@full_hover\"]]},\"id\":\"1160\",\"type\":\"HoverTool\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"white\"},\"hatch_alpha\":{\"value\":0.2},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":8},\"x\":{\"field\":\"values_string\"},\"y\":{\"field\":\"cv\"}},\"id\":\"1156\",\"type\":\"Circle\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1002\"},\"glyph\":{\"id\":\"1154\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1156\"},\"nonselection_glyph\":{\"id\":\"1155\"},\"selection_glyph\":{\"id\":\"1159\"},\"view\":{\"id\":\"1158\"}},\"id\":\"1157\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"renderers\":[{\"id\":\"1125\"},{\"id\":\"1157\"}]},\"id\":\"1164\",\"type\":\"TapTool\"},{\"attributes\":{\"data\":{\"x\":[\"1\",\"2\",\"4\",\"6\",\"8\",\"10\",\"12\",\"14\",\"16\",\"18\",\"20\",\"22\",\"24\",\"26\",\"28\",\"30\",\"32\",\"34\",\"36\",\"38\",\"40\",\"42\",\"44\",\"46\",\"48\",\"50\",\"52\",\"54\",\"56\",\"58\",\"60\",\"62\",\"64\",\"66\",\"68\",\"70\",\"72\",\"74\",\"76\",\"78\",\"80\"],\"y\":{\"__ndarray__\":\"76GciCAJ5j92TmHhbxjmP3Vm2IbEO+Y/0WiomHmS5z/s7ts+X0voP/27qZ1TWOg/6pION16A6D9xb8HaVtboP+FSx2IDm+k/n68lAB1R6z/gnwYZQt3rP+4QB3A1H+w/yNZHSJ+S7D9Atj5C+pTsPy2No9sEvew/1I+tj5A+7T/w/WmQIdTtP2jdYIp81u0/3tTOKSz87T+5DlSv613uP3LGtBwXye4/csa0HBfJ7j/Ex7n23AnvP46otcr9TO8/9EaauA5U7z/C96dBhlDvPxfhNXb3be8/Fm3xyKF/7z9ZibGeHpDvPzaTSNk0q+8/eq8Ir7G77z/gTe2cwsLvP1gt5JYdxe8/WC3klh3F7z9o+rH1EdLvP6wWcsuO4u8/rBZyy47i7z9ohm1IvOPvP/Cmdk5h4e8/I/Zoxenk7z+JlE2z+uvvPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[41]}},\"selected\":{\"id\":\"1115\"},\"selection_policy\":{\"id\":\"1114\"}},\"id\":\"1099\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"toolbar\":{\"id\":\"1201\"},\"toolbar_location\":\"above\"},\"id\":\"1202\",\"type\":\"ToolbarBox\"},{\"attributes\":{\"line_alpha\":0.1,\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1044\",\"type\":\"Line\"},{\"attributes\":{\"children\":[[{\"id\":\"1003\"},0,0],[{\"id\":\"1057\"},0,1]]},\"id\":\"1200\",\"type\":\"GridBox\"},{\"attributes\":{\"factors\":[\"1\",\"2\",\"4\",\"6\",\"8\",\"10\",\"12\",\"14\",\"16\",\"18\",\"20\",\"22\",\"24\",\"26\",\"28\",\"30\",\"32\",\"34\",\"36\",\"38\",\"40\",\"42\",\"44\",\"46\",\"48\",\"50\",\"52\",\"54\",\"56\",\"58\",\"60\",\"62\",\"64\",\"66\",\"68\",\"70\",\"72\",\"74\",\"76\",\"78\",\"80\"]},\"id\":\"1060\",\"type\":\"FactorRange\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"1030\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"toolbars\":[{\"id\":\"1033\"},{\"id\":\"1085\"}],\"tools\":[{\"id\":\"1022\"},{\"id\":\"1023\"},{\"id\":\"1024\"},{\"id\":\"1025\"},{\"id\":\"1026\"},{\"id\":\"1027\"},{\"id\":\"1028\"},{\"id\":\"1029\"},{\"id\":\"1055\"},{\"id\":\"1075\"},{\"id\":\"1076\"},{\"id\":\"1077\"},{\"id\":\"1078\"},{\"id\":\"1079\"},{\"id\":\"1080\"},{\"id\":\"1081\"},{\"id\":\"1160\"},{\"id\":\"1162\"},{\"id\":\"1164\"}]},\"id\":\"1201\",\"type\":\"ProxyToolbar\"},{\"attributes\":{},\"id\":\"1108\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"1114\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1115\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1010\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1002\"},\"glyph\":{\"id\":\"1049\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1051\"},\"nonselection_glyph\":{\"id\":\"1050\"},\"selection_glyph\":{\"id\":\"1054\"},\"view\":{\"id\":\"1053\"}},\"id\":\"1052\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1079\",\"type\":\"SaveTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"green\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1101\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1093\"},\"glyph\":{\"id\":\"1094\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1096\"},\"nonselection_glyph\":{\"id\":\"1095\"},\"view\":{\"id\":\"1098\"}},\"id\":\"1097\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_color\":{\"value\":\"green\"},\"line_width\":{\"value\":2}},\"id\":\"1054\",\"type\":\"Circle\"},{\"attributes\":{\"axis_label\":\"AUCdiff\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"1168\"},\"group\":null,\"major_label_policy\":{\"id\":\"1169\"},\"major_label_text_font_size\":\"8pt\",\"ticker\":{\"id\":\"1019\"}},\"id\":\"1018\",\"type\":\"LinearAxis\"},{\"attributes\":{\"axis_label\":\"AUCcv\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"1171\"},\"group\":null,\"major_label_policy\":{\"id\":\"1172\"},\"major_label_text_font_size\":\"8pt\",\"ticker\":{\"id\":\"1015\"}},\"id\":\"1014\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"1064\",\"type\":\"CategoricalScale\"},{\"attributes\":{},\"id\":\"1168\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1099\"},\"glyph\":{\"id\":\"1100\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1102\"},\"nonselection_glyph\":{\"id\":\"1101\"},\"view\":{\"id\":\"1104\"}},\"id\":\"1103\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"overlay\":{\"id\":\"1083\"}},\"id\":\"1077\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"1169\",\"type\":\"AllLabels\"},{\"attributes\":{\"source\":{\"id\":\"1002\"}},\"id\":\"1053\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1171\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"overlay\":{\"id\":\"1031\"}},\"id\":\"1025\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"green\",\"hatch_alpha\":0.1,\"hatch_color\":\"green\",\"line_alpha\":0.1,\"line_color\":\"green\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1095\",\"type\":\"Patch\"},{\"attributes\":{\"axis_label\":\"Components\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"1110\"},\"group\":null,\"major_label_orientation\":1.5707963267948966,\"major_label_policy\":{\"id\":\"1111\"},\"major_label_text_font_size\":\"8pt\",\"ticker\":{\"id\":\"1069\"}},\"id\":\"1068\",\"type\":\"CategoricalAxis\"},{\"attributes\":{},\"id\":\"1172\",\"type\":\"AllLabels\"},{\"attributes\":{\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"syncable\":false,\"xs_units\":\"screen\",\"ys_units\":\"screen\"},\"id\":\"1032\",\"type\":\"PolyAnnotation\"},{\"attributes\":{},\"id\":\"1019\",\"type\":\"BasicTicker\"},{\"attributes\":{\"align\":\"center\",\"coordinates\":null,\"group\":null,\"text\":\"AUC over no. of Components\",\"text_font_size\":\"12pt\"},\"id\":\"1058\",\"type\":\"Title\"},{\"attributes\":{\"axis\":{\"id\":\"1018\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"1021\",\"type\":\"Grid\"},{\"attributes\":{\"source\":{\"id\":\"1093\"}},\"id\":\"1098\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1066\",\"type\":\"LinearScale\"},{\"attributes\":{\"label\":{\"value\":\"FULL\"},\"renderers\":[{\"id\":\"1103\"}]},\"id\":\"1120\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"1173\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1174\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1072\",\"type\":\"BasicTicker\"},{\"attributes\":{\"overlay\":{\"id\":\"1032\"}},\"id\":\"1028\",\"type\":\"LassoSelectTool\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"1031\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"source\":{\"id\":\"1128\"}},\"id\":\"1133\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"1120\"},{\"id\":\"1152\"}],\"location\":\"bottom_right\"},\"id\":\"1119\",\"type\":\"Legend\"},{\"attributes\":{\"callback\":null},\"id\":\"1022\",\"type\":\"TapTool\"},{\"attributes\":{\"fill_color\":{\"value\":\"white\"},\"line_color\":{\"value\":\"green\"},\"line_width\":{\"value\":2}},\"id\":\"1127\",\"type\":\"Circle\"},{\"attributes\":{\"fill_color\":{\"value\":\"white\"},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":8},\"x\":{\"field\":\"values_string\"},\"y\":{\"field\":\"full\"}},\"id\":\"1122\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1002\"}},\"id\":\"1126\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1099\"}},\"id\":\"1104\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"white\"},\"hatch_alpha\":{\"value\":0.1},\"line_alpha\":{\"value\":0.4},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":8},\"x\":{\"field\":\"values_string\"},\"y\":{\"field\":\"full\"}},\"id\":\"1123\",\"type\":\"Circle\"},{\"attributes\":{\"data\":{\"x\":[\"1\",\"2\",\"4\",\"6\",\"8\",\"10\",\"12\",\"14\",\"16\",\"18\",\"20\",\"22\",\"24\",\"26\",\"28\",\"30\",\"32\",\"34\",\"36\",\"38\",\"40\",\"42\",\"44\",\"46\",\"48\",\"50\",\"52\",\"54\",\"56\",\"58\",\"60\",\"62\",\"64\",\"66\",\"68\",\"70\",\"72\",\"74\",\"76\",\"78\",\"80\"],\"y\":{\"__ndarray__\":\"4Go+CFi+5T9YMr5cXp3lP/e/uCulGuU/dhS/CkUh5j+41LHYwGbmPybjy+XVmeU/FPTSVQu55T/076Z2TmHlP9yyo/hVKOY/tPrrl+j85j/Q9GPrI6TnP6pGYBY4Keg/c8uO4leh6D+6TdBLVy3oP4hQ91BOROg/pgIKtIuB6D/stDloNFToP+eg0VAx8+g/wog9WnE66T+St0McwNXoPzoukn2hRek/ji+XV2eG6T9In5LUlIfpP0bPgB8+zuk/Zrs1WaYC6j92FL8KRSHqP5q4DlSv6+k/p1n99Ut06j/ZwGYSKZvqP9wEvXTVQuo/dk5h4W8Y6j+IbUi84z/qP2bTrP76Jeo/8P1pkCHU6T+afmx9hPTpP+oBeR5zluo/Z7s1WaYC6j9F5/fEkvHpP6v5IGD55uk/qmOxgc0k6j9E/25q5xTqPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[41]}},\"selected\":{\"id\":\"1148\"},\"selection_policy\":{\"id\":\"1147\"}},\"id\":\"1128\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1076\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"white\"},\"hatch_alpha\":{\"value\":0.2},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":8},\"x\":{\"field\":\"values_string\"},\"y\":{\"field\":\"full\"}},\"id\":\"1124\",\"type\":\"Circle\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1002\"},\"glyph\":{\"id\":\"1122\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1124\"},\"nonselection_glyph\":{\"id\":\"1123\"},\"selection_glyph\":{\"id\":\"1127\"},\"view\":{\"id\":\"1126\"}},\"id\":\"1125\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"green\",\"line_dash\":[6],\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1129\",\"type\":\"Line\"},{\"attributes\":{\"overlay\":{\"id\":\"1084\"}},\"id\":\"1080\",\"type\":\"LassoSelectTool\"},{\"attributes\":{},\"id\":\"1012\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"green\",\"line_dash\":[6],\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1131\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1128\"},\"glyph\":{\"id\":\"1129\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1131\"},\"nonselection_glyph\":{\"id\":\"1130\"},\"view\":{\"id\":\"1133\"}},\"id\":\"1132\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1042\"},\"glyph\":{\"id\":\"1043\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1045\"},\"nonselection_glyph\":{\"id\":\"1044\"},\"view\":{\"id\":\"1047\"}},\"id\":\"1046\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"green\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1102\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"green\",\"line_dash\":[6],\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1130\",\"type\":\"Line\"},{\"attributes\":{\"callback\":null,\"mode\":\"vline\",\"renderers\":[{\"id\":\"1157\"}],\"tooltips\":[[\"AUCcv\",\"@cv_hover\"]]},\"id\":\"1162\",\"type\":\"HoverTool\"},{\"attributes\":{\"label\":{\"value\":\"CV\"},\"renderers\":[{\"id\":\"1132\"}]},\"id\":\"1152\",\"type\":\"LegendItem\"},{\"attributes\":{\"axis\":{\"id\":\"1071\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"1074\",\"type\":\"Grid\"},{\"attributes\":{\"below\":[{\"id\":\"1014\"}],\"center\":[{\"id\":\"1017\"},{\"id\":\"1021\"}],\"height\":405,\"left\":[{\"id\":\"1018\"}],\"renderers\":[{\"id\":\"1046\"},{\"id\":\"1052\"}],\"title\":{\"id\":\"1004\"},\"toolbar\":{\"id\":\"1033\"},\"toolbar_location\":null,\"width\":485,\"x_range\":{\"id\":\"1006\"},\"x_scale\":{\"id\":\"1010\"},\"y_range\":{\"id\":\"1008\"},\"y_scale\":{\"id\":\"1012\"}},\"id\":\"1003\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"1083\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"tools\":[{\"id\":\"1022\"},{\"id\":\"1023\"},{\"id\":\"1024\"},{\"id\":\"1025\"},{\"id\":\"1026\"},{\"id\":\"1027\"},{\"id\":\"1028\"},{\"id\":\"1029\"},{\"id\":\"1055\"}]},\"id\":\"1033\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"1146\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1078\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"1015\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"1145\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.4},\"fill_color\":{\"value\":\"green\"},\"hatch_alpha\":{\"value\":0.1},\"hatch_color\":{\"value\":\"green\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"white\"},\"size\":{\"value\":11},\"x\":{\"field\":\"cv\"},\"y\":{\"field\":\"diff\"}},\"id\":\"1050\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"green\",\"hatch_alpha\":0.1,\"hatch_color\":\"green\",\"line_alpha\":0.1,\"line_color\":\"green\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1094\",\"type\":\"Patch\"},{\"attributes\":{\"line_alpha\":0.2,\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1045\",\"type\":\"Line\"},{\"attributes\":{\"overlay\":{\"id\":\"1082\"}},\"id\":\"1081\",\"type\":\"BoxSelectTool\"},{\"attributes\":{},\"id\":\"1023\",\"type\":\"PanTool\"},{\"attributes\":{\"callback\":null,\"renderers\":[{\"id\":\"1052\"}],\"tooltips\":[[\"Components\",\"@values_string\"],[\"AUCfull\",\"@full_hover\"],[\"AUCcv\",\"@cv_hover\"],[\"AUCdiff\",\"@diff_hover\"]]},\"id\":\"1055\",\"type\":\"HoverTool\"},{\"attributes\":{\"align\":\"center\",\"coordinates\":null,\"group\":null,\"text\":\"AUCdiff vs. AUCcv\",\"text_font_size\":\"12pt\"},\"id\":\"1004\",\"type\":\"Title\"},{\"attributes\":{\"end\":0.8614404830362278,\"start\":0.6295025876940771},\"id\":\"1006\",\"type\":\"Range1d\"},{\"attributes\":{\"line_color\":\"green\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1100\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1062\",\"type\":\"DataRange1d\"},{\"attributes\":{\"axis\":{\"id\":\"1014\"},\"coordinates\":null,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"1017\",\"type\":\"Grid\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"green\",\"hatch_alpha\":0.2,\"hatch_color\":\"green\",\"line_alpha\":0.2,\"line_color\":\"green\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1096\",\"type\":\"Patch\"},{\"attributes\":{\"end\":0.21681713628522145,\"start\":-0.020871190339275397},\"id\":\"1008\",\"type\":\"Range1d\"},{\"attributes\":{},\"id\":\"1147\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"overlay\":{\"id\":\"1030\"}},\"id\":\"1029\",\"type\":\"BoxSelectTool\"},{\"attributes\":{},\"id\":\"1148\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.7},\"fill_color\":{\"value\":\"green\"},\"hatch_alpha\":{\"value\":0.7},\"hatch_color\":{\"value\":\"green\"},\"line_alpha\":{\"value\":0.7},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":11},\"x\":{\"field\":\"cv\"},\"y\":{\"field\":\"diff\"}},\"id\":\"1049\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1075\",\"type\":\"PanTool\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"1082\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"green\"},\"hatch_alpha\":{\"value\":0.2},\"hatch_color\":{\"value\":\"green\"},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":11},\"x\":{\"field\":\"cv\"},\"y\":{\"field\":\"diff\"}},\"id\":\"1051\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1024\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"below\":[{\"id\":\"1068\"}],\"center\":[{\"id\":\"1070\"},{\"id\":\"1074\"},{\"id\":\"1119\"}],\"height\":405,\"left\":[{\"id\":\"1071\"}],\"renderers\":[{\"id\":\"1097\"},{\"id\":\"1103\"},{\"id\":\"1125\"},{\"id\":\"1132\"},{\"id\":\"1157\"}],\"title\":{\"id\":\"1058\"},\"toolbar\":{\"id\":\"1085\"},\"toolbar_location\":null,\"width\":485,\"x_range\":{\"id\":\"1060\"},\"x_scale\":{\"id\":\"1064\"},\"y_range\":{\"id\":\"1062\"},\"y_scale\":{\"id\":\"1066\"}},\"id\":\"1057\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"line_alpha\":0.25,\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1043\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1027\",\"type\":\"SaveTool\"},{\"attributes\":{\"data\":{\"x\":[\"1\",\"2\",\"4\",\"6\",\"8\",\"10\",\"12\",\"14\",\"16\",\"18\",\"20\",\"22\",\"24\",\"26\",\"28\",\"30\",\"32\",\"34\",\"36\",\"38\",\"40\",\"42\",\"44\",\"46\",\"48\",\"50\",\"52\",\"54\",\"56\",\"58\",\"60\",\"62\",\"64\",\"66\",\"68\",\"70\",\"72\",\"74\",\"76\",\"78\",\"80\",\"80\",\"78\",\"76\",\"74\",\"72\",\"70\",\"68\",\"66\",\"64\",\"62\",\"60\",\"58\",\"56\",\"54\",\"52\",\"50\",\"48\",\"46\",\"44\",\"42\",\"40\",\"38\",\"36\",\"34\",\"32\",\"30\",\"28\",\"26\",\"24\",\"22\",\"20\",\"18\",\"16\",\"14\",\"12\",\"10\",\"8\",\"6\",\"4\",\"2\",\"1\"],\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[82]}},\"selected\":{\"id\":\"1113\"},\"selection_policy\":{\"id\":\"1112\"}},\"id\":\"1093\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1107\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"axis\":{\"id\":\"1068\"},\"coordinates\":null,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"1070\",\"type\":\"Grid\"},{\"attributes\":{\"axis_label\":\"AUC\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"1107\"},\"group\":null,\"major_label_policy\":{\"id\":\"1108\"},\"major_label_text_font_size\":\"8pt\",\"ticker\":{\"id\":\"1072\"}},\"id\":\"1071\",\"type\":\"LinearAxis\"},{\"attributes\":{\"data\":{\"cv\":{\"__ndarray__\":\"4Go+CFi+5T9YMr5cXp3lP/e/uCulGuU/dhS/CkUh5j+41LHYwGbmPybjy+XVmeU/FPTSVQu55T/076Z2TmHlP9yyo/hVKOY/tPrrl+j85j/Q9GPrI6TnP6pGYBY4Keg/c8uO4leh6D+6TdBLVy3oP4hQ91BOROg/pgIKtIuB6D/stDloNFToP+eg0VAx8+g/wog9WnE66T+St0McwNXoPzoukn2hRek/ji+XV2eG6T9In5LUlIfpP0bPgB8+zuk/Zrs1WaYC6j92FL8KRSHqP5q4DlSv6+k/p1n99Ut06j/ZwGYSKZvqP9wEvXTVQuo/dk5h4W8Y6j+IbUi84z/qP2bTrP76Jeo/8P1pkCHU6T+afmx9hPTpP+oBeR5zluo/Z7s1WaYC6j9F5/fEkvHpP6v5IGD55uk/qmOxgc0k6j9E/25q5xTqPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[41]},\"cv_hover\":[\"0.68\",\"0.68\",\"0.66\",\"0.69\",\"0.70\",\"0.68\",\"0.68\",\"0.67\",\"0.69\",\"0.72\",\"0.74\",\"0.76\",\"0.77\",\"0.76\",\"0.76\",\"0.77\",\"0.76\",\"0.78\",\"0.79\",\"0.78\",\"0.79\",\"0.80\",\"0.80\",\"0.81\",\"0.81\",\"0.82\",\"0.81\",\"0.83\",\"0.83\",\"0.82\",\"0.82\",\"0.82\",\"0.82\",\"0.81\",\"0.81\",\"0.83\",\"0.81\",\"0.81\",\"0.81\",\"0.82\",\"0.82\"],\"diff\":{\"__ndarray__\":\"wMONFyCygj+AB8coYcSOP+Bn+rH1EaI/sEWV3kgTpz9Ao6Fi5kmuP7jG7r7t87U/sPbcCZc6tj/o+9MgQ6i7PygAHVFrlbs/rNPmoNFQwT9ArIq2eOTAPyBSNs3qr78/qFrILTuKvz8YornZi57BP5TysCra4sE/uDSObhP0wj8QJMGgtP/FPwTyPOYsjcM/cDBFPusGwz+cXEFMriDGP+BginzWDcY/kFt2FL8KxT/woZyIIAnGPyBl06z++sU/OC6SfaFFxT8wjaPbBL3EP/ShnIggCcY/vE3QS1ctxD8AIisx1tPDP2g5LpJ9ocU/EISdNgeNxj9ggZOCewvGP8hn3WCKfMY/oL3oGfDDxz847xXhNXbHPwhT5LNuMMU/FG3xyKF/xz+MfNYNpsjHPxS1Vrmf6cc/5EneDnEAxz8UVXojTVzHPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[41]},\"diff_hover\":[\"0.01\",\"0.02\",\"0.04\",\"0.05\",\"0.06\",\"0.09\",\"0.09\",\"0.11\",\"0.11\",\"0.14\",\"0.13\",\"0.12\",\"0.12\",\"0.14\",\"0.14\",\"0.15\",\"0.17\",\"0.15\",\"0.15\",\"0.17\",\"0.17\",\"0.16\",\"0.17\",\"0.17\",\"0.17\",\"0.16\",\"0.17\",\"0.16\",\"0.15\",\"0.17\",\"0.18\",\"0.17\",\"0.18\",\"0.19\",\"0.18\",\"0.17\",\"0.18\",\"0.19\",\"0.19\",\"0.18\",\"0.18\"],\"full\":{\"__ndarray__\":\"76GciCAJ5j92TmHhbxjmP3Vm2IbEO+Y/0WiomHmS5z/s7ts+X0voP/27qZ1TWOg/6pION16A6D9xb8HaVtboP+FSx2IDm+k/n68lAB1R6z/gnwYZQt3rP+4QB3A1H+w/yNZHSJ+S7D9Atj5C+pTsPy2No9sEvew/1I+tj5A+7T/w/WmQIdTtP2jdYIp81u0/3tTOKSz87T+5DlSv613uP3LGtBwXye4/csa0HBfJ7j/Ex7n23AnvP46otcr9TO8/9EaauA5U7z/C96dBhlDvPxfhNXb3be8/Fm3xyKF/7z9ZibGeHpDvPzaTSNk0q+8/eq8Ir7G77z/gTe2cwsLvP1gt5JYdxe8/WC3klh3F7z9o+rH1EdLvP6wWcsuO4u8/rBZyy47i7z9ohm1IvOPvP/Cmdk5h4e8/I/Zoxenk7z+JlE2z+uvvPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[41]},\"full_hover\":[\"0.69\",\"0.69\",\"0.69\",\"0.74\",\"0.76\",\"0.76\",\"0.77\",\"0.78\",\"0.80\",\"0.85\",\"0.87\",\"0.88\",\"0.89\",\"0.89\",\"0.90\",\"0.91\",\"0.93\",\"0.93\",\"0.94\",\"0.95\",\"0.96\",\"0.96\",\"0.97\",\"0.98\",\"0.98\",\"0.98\",\"0.98\",\"0.98\",\"0.99\",\"0.99\",\"0.99\",\"0.99\",\"0.99\",\"0.99\",\"0.99\",\"1.00\",\"1.00\",\"1.00\",\"1.00\",\"1.00\",\"1.00\"],\"values_string\":[\"1\",\"2\",\"4\",\"6\",\"8\",\"10\",\"12\",\"14\",\"16\",\"18\",\"20\",\"22\",\"24\",\"26\",\"28\",\"30\",\"32\",\"34\",\"36\",\"38\",\"40\",\"42\",\"44\",\"46\",\"48\",\"50\",\"52\",\"54\",\"56\",\"58\",\"60\",\"62\",\"64\",\"66\",\"68\",\"70\",\"72\",\"74\",\"76\",\"78\",\"80\"]},\"selected\":{\"id\":\"1146\"},\"selection_policy\":{\"id\":\"1145\"}},\"id\":\"1002\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"syncable\":false,\"xs_units\":\"screen\",\"ys_units\":\"screen\"},\"id\":\"1084\",\"type\":\"PolyAnnotation\"},{\"attributes\":{},\"id\":\"1069\",\"type\":\"CategoricalTicker\"},{\"attributes\":{},\"id\":\"1026\",\"type\":\"ResetTool\"},{\"attributes\":{\"fill_color\":{\"value\":\"white\"},\"line_color\":{\"value\":\"green\"},\"line_width\":{\"value\":2}},\"id\":\"1159\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1110\",\"type\":\"CategoricalTickFormatter\"},{\"attributes\":{\"source\":{\"id\":\"1042\"}},\"id\":\"1047\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1111\",\"type\":\"AllLabels\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"4Go+CFi+5T9YMr5cXp3lP/e/uCulGuU/dhS/CkUh5j+41LHYwGbmPybjy+XVmeU/FPTSVQu55T/076Z2TmHlP9yyo/hVKOY/tPrrl+j85j/Q9GPrI6TnP6pGYBY4Keg/c8uO4leh6D+6TdBLVy3oP4hQ91BOROg/pgIKtIuB6D/stDloNFToP+eg0VAx8+g/wog9WnE66T+St0McwNXoPzoukn2hRek/ji+XV2eG6T9In5LUlIfpP0bPgB8+zuk/Zrs1WaYC6j92FL8KRSHqP5q4DlSv6+k/p1n99Ut06j/ZwGYSKZvqP9wEvXTVQuo/dk5h4W8Y6j+IbUi84z/qP2bTrP76Jeo/8P1pkCHU6T+afmx9hPTpP+oBeR5zluo/Z7s1WaYC6j9F5/fEkvHpP6v5IGD55uk/qmOxgc0k6j9E/25q5xTqPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[41]},\"y\":{\"__ndarray__\":\"wMONFyCygj+AB8coYcSOP+Bn+rH1EaI/sEWV3kgTpz9Ao6Fi5kmuP7jG7r7t87U/sPbcCZc6tj/o+9MgQ6i7PygAHVFrlbs/rNPmoNFQwT9ArIq2eOTAPyBSNs3qr78/qFrILTuKvz8YornZi57BP5TysCra4sE/uDSObhP0wj8QJMGgtP/FPwTyPOYsjcM/cDBFPusGwz+cXEFMriDGP+BginzWDcY/kFt2FL8KxT/woZyIIAnGPyBl06z++sU/OC6SfaFFxT8wjaPbBL3EP/ShnIggCcY/vE3QS1ctxD8AIisx1tPDP2g5LpJ9ocU/EISdNgeNxj9ggZOCewvGP8hn3WCKfMY/oL3oGfDDxz847xXhNXbHPwhT5LNuMMU/FG3xyKF/xz+MfNYNpsjHPxS1Vrmf6cc/5EneDnEAxz8UVXojTVzHPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[41]}},\"selected\":{\"id\":\"1174\"},\"selection_policy\":{\"id\":\"1173\"}},\"id\":\"1042\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_color\":{\"value\":\"white\"},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":8},\"x\":{\"field\":\"values_string\"},\"y\":{\"field\":\"cv\"}},\"id\":\"1154\",\"type\":\"Circle\"}],\"root_ids\":[\"1203\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n",
- " const render_items = [{\"docid\":\"77efe426-4876-4fed-89d9-9e897e3d31d4\",\"root_ids\":[\"1203\"],\"roots\":{\"1203\":\"83661b16-fd01-497c-aac2-afdc57f7fb4f\"}}];\n",
+ " const docs_json = {\"3b10e220-a5d3-4eee-9ce6-144dacd547d0\":{\"defs\":[],\"roots\":{\"references\":[{\"attributes\":{\"children\":[{\"id\":\"3696\"},{\"id\":\"3694\"}]},\"id\":\"3697\",\"type\":\"Column\"},{\"attributes\":{},\"id\":\"3641\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"below\":[{\"id\":\"3508\"}],\"center\":[{\"id\":\"3511\"},{\"id\":\"3515\"}],\"height\":405,\"left\":[{\"id\":\"3512\"}],\"renderers\":[{\"id\":\"3540\"},{\"id\":\"3546\"}],\"title\":{\"id\":\"3498\"},\"toolbar\":{\"id\":\"3527\"},\"toolbar_location\":null,\"width\":485,\"x_range\":{\"id\":\"3500\"},\"x_scale\":{\"id\":\"3504\"},\"y_range\":{\"id\":\"3502\"},\"y_scale\":{\"id\":\"3506\"}},\"id\":\"3497\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"3642\",\"type\":\"Selection\"},{\"attributes\":{\"overlay\":{\"id\":\"3526\"}},\"id\":\"3522\",\"type\":\"LassoSelectTool\"},{\"attributes\":{\"tools\":[{\"id\":\"3569\"},{\"id\":\"3570\"},{\"id\":\"3571\"},{\"id\":\"3572\"},{\"id\":\"3573\"},{\"id\":\"3574\"},{\"id\":\"3575\"},{\"id\":\"3654\"},{\"id\":\"3656\"},{\"id\":\"3658\"}]},\"id\":\"3579\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"3602\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"green\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3596\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"3513\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"3563\",\"type\":\"CategoricalTicker\"},{\"attributes\":{\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"syncable\":false,\"xs_units\":\"screen\",\"ys_units\":\"screen\"},\"id\":\"3578\",\"type\":\"PolyAnnotation\"},{\"attributes\":{},\"id\":\"3607\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"3608\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"3556\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"3506\",\"type\":\"LinearScale\"},{\"attributes\":{\"align\":\"center\",\"coordinates\":null,\"group\":null,\"text\":\"AUC over no. of Components\",\"text_font_size\":\"12pt\"},\"id\":\"3552\",\"type\":\"Title\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"green\"},\"hatch_alpha\":{\"value\":0.2},\"hatch_color\":{\"value\":\"green\"},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":11},\"x\":{\"field\":\"cv\"},\"y\":{\"field\":\"diff\"}},\"id\":\"3545\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"3560\",\"type\":\"LinearScale\"},{\"attributes\":{\"factors\":[\"1\",\"2\",\"4\",\"6\",\"8\",\"10\",\"12\",\"14\",\"16\",\"18\",\"20\",\"22\",\"24\",\"26\",\"28\",\"30\",\"32\",\"34\",\"36\",\"38\",\"40\",\"42\",\"44\",\"46\",\"48\",\"50\",\"52\",\"54\",\"56\",\"58\",\"60\",\"62\",\"64\",\"66\",\"68\",\"70\",\"72\",\"74\",\"76\",\"78\",\"80\"]},\"id\":\"3554\",\"type\":\"FactorRange\"},{\"attributes\":{\"overlay\":{\"id\":\"3577\"}},\"id\":\"3571\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"axis_label\":\"Components\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"3604\"},\"group\":null,\"major_label_orientation\":1.5707963267948966,\"major_label_policy\":{\"id\":\"3605\"},\"major_label_text_font_size\":\"8pt\",\"ticker\":{\"id\":\"3563\"}},\"id\":\"3562\",\"type\":\"CategoricalAxis\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"ArPAScG95T/A8s17RXjlP/e/uCulGuU/7rkTLnUs5j8uzB94cIzmPzTgh49z7eU/JNkXWlTp5T/yNwxnTMvlP7wAkZUY6+U/kiauA9Xr5j9Y80HA8s3nP8vg+9MgQ+g/DjdegMhK6D8geHCMEkboP2Z8ubw6M+g/qDysirZ46D/Ygep1vcvoPyoPq6ItHuk/gDyPOUvj6D+0i4Gw0+boPxesbWUNT+k/SE15WBVt6T8VUKBdDITpP94OcQBX8+k/Qmn/i7tS6j8jZdOs/vrpP4qxnh6Q5+k/dLjxAkRW6j+sbWUNT9XpP1TMPMnbIeo/MhB22hw06j+sM8M2JN7pPzBij1acTuo/yokIkmBQ6j91LDawmUTqP/2eWDK+XOo/zc1e9Az46T8yhLqHciLqPwCpDL4/Deo/zHGR7Ast6j+8jEzowvzpPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[41]},\"y\":{\"__ndarray__\":\"QLv7ts/Xgj/AdmuyTAWUP+Bn+rH1EaI/MO5KqUZgpj/gK8Jr7O6rP0jeDnEAV7M/MM615064tD/4u6mdU1i4PyiRsmlWf70/NCTe8R+VwT8gshJjPT3APxiBWeCk4L4/6H6mH1sfwT+A+DjXnjvBPxxDqHsoJ8I/sEwFFGgXwz9g8P1pkCHEP/g415474cI/eGH+wINjxD8UDEr7X9zFP2xpHN0m6MU/qOTtEAdwxT+83mVkQhfGP8BmEimbZsU/yHZrskwFxD98SlJTHlbFPzS+XF6dGcY/iNL+F3elxD+0bjBFPuvGP4gbL0BkJcY/IH1KUlMexj/QaKiYeZLHP6AsUwEF2sU/OI5uE/TSxT/MN+8V4TXGP7zeZWRCF8Y/fCNNXAeqxz/YCMwCJwXHP8D3p0GGUMc/XBFeY3ffxj80HwQs37zHPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[41]}},\"selected\":{\"id\":\"3668\"},\"selection_policy\":{\"id\":\"3667\"}},\"id\":\"3536\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_color\":{\"value\":\"green\"},\"line_width\":{\"value\":2}},\"id\":\"3548\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"mode\":\"vline\",\"renderers\":[{\"id\":\"3651\"}],\"tooltips\":[[\"AUCcv\",\"@cv_hover\"]]},\"id\":\"3656\",\"type\":\"HoverTool\"},{\"attributes\":{\"source\":{\"id\":\"3622\"}},\"id\":\"3627\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_color\":{\"value\":\"white\"},\"line_color\":{\"value\":\"green\"},\"line_width\":{\"value\":2}},\"id\":\"3653\",\"type\":\"Circle\"},{\"attributes\":{\"fill_color\":{\"value\":\"white\"},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":8},\"x\":{\"field\":\"values_string\"},\"y\":{\"field\":\"cv\"}},\"id\":\"3648\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"3496\"}},\"id\":\"3652\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"3609\",\"type\":\"Selection\"},{\"attributes\":{\"end\":0.8538211615871191,\"start\":0.6295025876940771},\"id\":\"3500\",\"type\":\"Range1d\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"white\"},\"hatch_alpha\":{\"value\":0.1},\"line_alpha\":{\"value\":0.4},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":8},\"x\":{\"field\":\"values_string\"},\"y\":{\"field\":\"cv\"}},\"id\":\"3649\",\"type\":\"Circle\"},{\"attributes\":{\"overlay\":{\"id\":\"3578\"}},\"id\":\"3574\",\"type\":\"LassoSelectTool\"},{\"attributes\":{\"callback\":null,\"mode\":\"vline\",\"renderers\":[{\"id\":\"3619\"}],\"tooltips\":[[\"AUCfull\",\"@full_hover\"]]},\"id\":\"3654\",\"type\":\"HoverTool\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"3576\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"white\"},\"hatch_alpha\":{\"value\":0.2},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":8},\"x\":{\"field\":\"values_string\"},\"y\":{\"field\":\"cv\"}},\"id\":\"3650\",\"type\":\"Circle\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"3496\"},\"glyph\":{\"id\":\"3648\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"3650\"},\"nonselection_glyph\":{\"id\":\"3649\"},\"selection_glyph\":{\"id\":\"3653\"},\"view\":{\"id\":\"3652\"}},\"id\":\"3651\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"renderers\":[{\"id\":\"3619\"},{\"id\":\"3651\"}]},\"id\":\"3658\",\"type\":\"TapTool\"},{\"attributes\":{\"axis_label\":\"AUCcv\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"3665\"},\"group\":null,\"major_label_policy\":{\"id\":\"3666\"},\"major_label_text_font_size\":\"8pt\",\"ticker\":{\"id\":\"3509\"}},\"id\":\"3508\",\"type\":\"LinearAxis\"},{\"attributes\":{\"children\":[[{\"id\":\"3497\"},0,0],[{\"id\":\"3551\"},0,1]]},\"id\":\"3694\",\"type\":\"GridBox\"},{\"attributes\":{\"callback\":null},\"id\":\"3516\",\"type\":\"TapTool\"},{\"attributes\":{},\"id\":\"3517\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"3569\",\"type\":\"PanTool\"},{\"attributes\":{\"toolbar\":{\"id\":\"3695\"},\"toolbar_location\":\"above\"},\"id\":\"3696\",\"type\":\"ToolbarBox\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"3536\"},\"glyph\":{\"id\":\"3537\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"3539\"},\"nonselection_glyph\":{\"id\":\"3538\"},\"view\":{\"id\":\"3541\"}},\"id\":\"3540\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"3572\",\"type\":\"ResetTool\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.7},\"fill_color\":{\"value\":\"green\"},\"hatch_alpha\":{\"value\":0.7},\"hatch_color\":{\"value\":\"green\"},\"line_alpha\":{\"value\":0.7},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":11},\"x\":{\"field\":\"cv\"},\"y\":{\"field\":\"diff\"}},\"id\":\"3543\",\"type\":\"Circle\"},{\"attributes\":{\"toolbars\":[{\"id\":\"3527\"},{\"id\":\"3579\"}],\"tools\":[{\"id\":\"3516\"},{\"id\":\"3517\"},{\"id\":\"3518\"},{\"id\":\"3519\"},{\"id\":\"3520\"},{\"id\":\"3521\"},{\"id\":\"3522\"},{\"id\":\"3523\"},{\"id\":\"3549\"},{\"id\":\"3569\"},{\"id\":\"3570\"},{\"id\":\"3571\"},{\"id\":\"3572\"},{\"id\":\"3573\"},{\"id\":\"3574\"},{\"id\":\"3575\"},{\"id\":\"3654\"},{\"id\":\"3656\"},{\"id\":\"3658\"}]},\"id\":\"3695\",\"type\":\"ProxyToolbar\"},{\"attributes\":{},\"id\":\"3509\",\"type\":\"BasicTicker\"},{\"attributes\":{\"below\":[{\"id\":\"3562\"}],\"center\":[{\"id\":\"3564\"},{\"id\":\"3568\"},{\"id\":\"3613\"}],\"height\":405,\"left\":[{\"id\":\"3565\"}],\"renderers\":[{\"id\":\"3591\"},{\"id\":\"3597\"},{\"id\":\"3619\"},{\"id\":\"3626\"},{\"id\":\"3651\"}],\"title\":{\"id\":\"3552\"},\"toolbar\":{\"id\":\"3579\"},\"toolbar_location\":null,\"width\":485,\"x_range\":{\"id\":\"3554\"},\"x_scale\":{\"id\":\"3558\"},\"y_range\":{\"id\":\"3556\"},\"y_scale\":{\"id\":\"3560\"}},\"id\":\"3551\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"line_alpha\":0.2,\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3539\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"3605\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"3604\",\"type\":\"CategoricalTickFormatter\"},{\"attributes\":{\"axis\":{\"id\":\"3565\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"3568\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.1,\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3538\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"3593\"},\"glyph\":{\"id\":\"3594\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"3596\"},\"nonselection_glyph\":{\"id\":\"3595\"},\"view\":{\"id\":\"3598\"}},\"id\":\"3597\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"3566\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"3518\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"data\":{\"x\":[\"1\",\"2\",\"4\",\"6\",\"8\",\"10\",\"12\",\"14\",\"16\",\"18\",\"20\",\"22\",\"24\",\"26\",\"28\",\"30\",\"32\",\"34\",\"36\",\"38\",\"40\",\"42\",\"44\",\"46\",\"48\",\"50\",\"52\",\"54\",\"56\",\"58\",\"60\",\"62\",\"64\",\"66\",\"68\",\"70\",\"72\",\"74\",\"76\",\"78\",\"80\",\"80\",\"78\",\"76\",\"74\",\"72\",\"70\",\"68\",\"66\",\"64\",\"62\",\"60\",\"58\",\"56\",\"54\",\"52\",\"50\",\"48\",\"46\",\"44\",\"42\",\"40\",\"38\",\"36\",\"34\",\"32\",\"30\",\"28\",\"26\",\"24\",\"22\",\"20\",\"18\",\"16\",\"14\",\"12\",\"10\",\"8\",\"6\",\"4\",\"2\",\"1\"],\"y\":{\"__ndarray__\":\"PMWTgw0z5T9qAB7jktXkP86WcpSiguQ/TelUJMIy5T/pqoXcsqPlP37ceZNJa+U/rFAUornZ5D/At5l92lXkP1k2BvteSuU//GEA5dLj5T8coWDC+l3mPyB4cIwSRuc/7zGgecvH5z+x8ckzp3fmP4EerKZ1vOc/7F7YTbSM5z/aGhDLqQ/oP0w8AMiBeOg/2fl2wRNn6D8dFjeXkHfoP7HYwGYSKeg/GMviHyOh5z9IFo34qvfoP/gbhjOm5eg/stUK8FGn6T+V3CTEVivpP8PC3zCcMek//boXdhMt6T8M2WwpRynpP060jBPYE+k/a6+WjlPm6T+0VJVQaXHpPxZSxKyM2uk/jRX8YpIM6T/kl6/s723pP9+BI4Zstug/12Hjk2dO6T8/Q4y85NHoP8ey+MdIaOk/aE+B6FFu6T+ZQIIIWVDpP3lwjBJG7Oo/OICr+SBg6z82rnX1SVDrP7UdqfD+++o/O4pfhaIQ6z8KQdn7mhDrP8+ZKAtjBOs/alPJhlIb6z/+oQ6pft7qPym2kxHt1Oo/tfwP52hT6z+gIUZe8ujqP6c+0Nk2z+o/AeZkCyuG6z9K4cTnwNjqPztTcyU4m+o/W+V+ph9b6z/4cwudpgPrP7mCmFxBTOs/NlgU28mI6j9bILOkin3qP1Jv3ZmaK+o/mmCJ6q7N6T+afEguBJ7pP9OnJDXlYek/zFkaR7cJ6T+urOGpuqToPz8IWL55r+g/JqzfhWsk6T9EqHsoJyLpP7go76PA1+g/1Kz++iU65z+i1Aaos6bmP6hkQ6kNUOY/g2OUMGKP5j+JIi1VJVTnP1SQdqMw1OY/ZOy1y4905j/ckpwWAKvlP5Y3YKQXy+U/gI6otcr95T8=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[82]}},\"selected\":{\"id\":\"3607\"},\"selection_policy\":{\"id\":\"3606\"}},\"id\":\"3587\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"3558\",\"type\":\"CategoricalScale\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"3524\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"axis\":{\"id\":\"3512\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"3515\",\"type\":\"Grid\"},{\"attributes\":{\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"syncable\":false,\"xs_units\":\"screen\",\"ys_units\":\"screen\"},\"id\":\"3526\",\"type\":\"PolyAnnotation\"},{\"attributes\":{\"line_alpha\":0.25,\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3537\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"3496\"},\"glyph\":{\"id\":\"3543\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"3545\"},\"nonselection_glyph\":{\"id\":\"3544\"},\"selection_glyph\":{\"id\":\"3548\"},\"view\":{\"id\":\"3547\"}},\"id\":\"3546\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":[\"1\",\"2\",\"4\",\"6\",\"8\",\"10\",\"12\",\"14\",\"16\",\"18\",\"20\",\"22\",\"24\",\"26\",\"28\",\"30\",\"32\",\"34\",\"36\",\"38\",\"40\",\"42\",\"44\",\"46\",\"48\",\"50\",\"52\",\"54\",\"56\",\"58\",\"60\",\"62\",\"64\",\"66\",\"68\",\"70\",\"72\",\"74\",\"76\",\"78\",\"80\"],\"y\":{\"__ndarray__\":\"76GciCAJ5j92TmHhbxjmP3Vm2IbEO+Y/0WiomHmS5z/s7ts+X0voP/27qZ1TWOg/6pION16A6D9xb8HaVtboP+FSx2IDm+k/n68lAB1R6z/gnwYZQt3rP+4QB3A1H+w/yNZHSJ+S7D9Atj5C+pTsPy2No9sEvew/1I+tj5A+7T/w/WmQIdTtP2jdYIp81u0/3tTOKSz87T+5DlSv613uP3LGtBwXye4/csa0HBfJ7j/Ex7n23AnvP46otcr9TO8/9EaauA5U7z/C96dBhlDvPxfhNXb3be8/Fm3xyKF/7z9ZibGeHpDvPzaTSNk0q+8/eq8Ir7G77z/gTe2cwsLvP1gt5JYdxe8/WC3klh3F7z9o+rH1EdLvP6wWcsuO4u8/rBZyy47i7z9ohm1IvOPvP/Cmdk5h4e8/I/Zoxenk7z+JlE2z+uvvPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[41]}},\"selected\":{\"id\":\"3609\"},\"selection_policy\":{\"id\":\"3608\"}},\"id\":\"3593\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"renderers\":[{\"id\":\"3546\"}],\"tooltips\":[[\"Components\",\"@values_string\"],[\"AUCfull\",\"@full_hover\"],[\"AUCcv\",\"@cv_hover\"],[\"AUCdiff\",\"@diff_hover\"]]},\"id\":\"3549\",\"type\":\"HoverTool\"},{\"attributes\":{\"overlay\":{\"id\":\"3524\"}},\"id\":\"3523\",\"type\":\"BoxSelectTool\"},{\"attributes\":{\"axis\":{\"id\":\"3562\"},\"coordinates\":null,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"3564\",\"type\":\"Grid\"},{\"attributes\":{\"source\":{\"id\":\"3496\"}},\"id\":\"3547\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"green\",\"hatch_alpha\":0.1,\"hatch_color\":\"green\",\"line_alpha\":0.1,\"line_color\":\"green\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3588\",\"type\":\"Patch\"},{\"attributes\":{\"tools\":[{\"id\":\"3516\"},{\"id\":\"3517\"},{\"id\":\"3518\"},{\"id\":\"3519\"},{\"id\":\"3520\"},{\"id\":\"3521\"},{\"id\":\"3522\"},{\"id\":\"3523\"},{\"id\":\"3549\"}]},\"id\":\"3527\",\"type\":\"Toolbar\"},{\"attributes\":{\"axis\":{\"id\":\"3508\"},\"coordinates\":null,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"3511\",\"type\":\"Grid\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.4},\"fill_color\":{\"value\":\"green\"},\"hatch_alpha\":{\"value\":0.1},\"hatch_color\":{\"value\":\"green\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"white\"},\"size\":{\"value\":11},\"x\":{\"field\":\"cv\"},\"y\":{\"field\":\"diff\"}},\"id\":\"3544\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"3662\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"3587\"},\"glyph\":{\"id\":\"3588\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"3590\"},\"nonselection_glyph\":{\"id\":\"3589\"},\"view\":{\"id\":\"3592\"}},\"id\":\"3591\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"3663\",\"type\":\"AllLabels\"},{\"attributes\":{\"axis_label\":\"AUCdiff\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"3662\"},\"group\":null,\"major_label_policy\":{\"id\":\"3663\"},\"major_label_text_font_size\":\"8pt\",\"ticker\":{\"id\":\"3513\"}},\"id\":\"3512\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"3665\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"3504\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"3666\",\"type\":\"AllLabels\"},{\"attributes\":{\"source\":{\"id\":\"3593\"}},\"id\":\"3598\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"3521\",\"type\":\"SaveTool\"},{\"attributes\":{\"line_color\":\"green\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3594\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"3587\"}},\"id\":\"3592\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"3667\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"3668\",\"type\":\"Selection\"},{\"attributes\":{\"overlay\":{\"id\":\"3576\"}},\"id\":\"3575\",\"type\":\"BoxSelectTool\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"green\",\"hatch_alpha\":0.1,\"hatch_color\":\"green\",\"line_alpha\":0.1,\"line_color\":\"green\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3589\",\"type\":\"Patch\"},{\"attributes\":{\"label\":{\"value\":\"FULL\"},\"renderers\":[{\"id\":\"3597\"}]},\"id\":\"3614\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"3614\"},{\"id\":\"3646\"}],\"location\":\"bottom_right\"},\"id\":\"3613\",\"type\":\"Legend\"},{\"attributes\":{\"fill_color\":{\"value\":\"white\"},\"line_color\":{\"value\":\"green\"},\"line_width\":{\"value\":2}},\"id\":\"3621\",\"type\":\"Circle\"},{\"attributes\":{\"fill_color\":{\"value\":\"white\"},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":8},\"x\":{\"field\":\"values_string\"},\"y\":{\"field\":\"full\"}},\"id\":\"3616\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"3496\"}},\"id\":\"3620\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"white\"},\"hatch_alpha\":{\"value\":0.1},\"line_alpha\":{\"value\":0.4},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":8},\"x\":{\"field\":\"values_string\"},\"y\":{\"field\":\"full\"}},\"id\":\"3617\",\"type\":\"Circle\"},{\"attributes\":{\"data\":{\"x\":[\"1\",\"2\",\"4\",\"6\",\"8\",\"10\",\"12\",\"14\",\"16\",\"18\",\"20\",\"22\",\"24\",\"26\",\"28\",\"30\",\"32\",\"34\",\"36\",\"38\",\"40\",\"42\",\"44\",\"46\",\"48\",\"50\",\"52\",\"54\",\"56\",\"58\",\"60\",\"62\",\"64\",\"66\",\"68\",\"70\",\"72\",\"74\",\"76\",\"78\",\"80\"],\"y\":{\"__ndarray__\":\"ArPAScG95T/A8s17RXjlP/e/uCulGuU/7rkTLnUs5j8uzB94cIzmPzTgh49z7eU/JNkXWlTp5T/yNwxnTMvlP7wAkZUY6+U/kiauA9Xr5j9Y80HA8s3nP8vg+9MgQ+g/DjdegMhK6D8geHCMEkboP2Z8ubw6M+g/qDysirZ46D/Ygep1vcvoPyoPq6ItHuk/gDyPOUvj6D+0i4Gw0+boPxesbWUNT+k/SE15WBVt6T8VUKBdDITpP94OcQBX8+k/Qmn/i7tS6j8jZdOs/vrpP4qxnh6Q5+k/dLjxAkRW6j+sbWUNT9XpP1TMPMnbIeo/MhB22hw06j+sM8M2JN7pPzBij1acTuo/yokIkmBQ6j91LDawmUTqP/2eWDK+XOo/zc1e9Az46T8yhLqHciLqPwCpDL4/Deo/zHGR7Ast6j+8jEzowvzpPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[41]}},\"selected\":{\"id\":\"3642\"},\"selection_policy\":{\"id\":\"3641\"}},\"id\":\"3622\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"white\"},\"hatch_alpha\":{\"value\":0.2},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":8},\"x\":{\"field\":\"values_string\"},\"y\":{\"field\":\"full\"}},\"id\":\"3618\",\"type\":\"Circle\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"3496\"},\"glyph\":{\"id\":\"3616\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"3618\"},\"nonselection_glyph\":{\"id\":\"3617\"},\"selection_glyph\":{\"id\":\"3621\"},\"view\":{\"id\":\"3620\"}},\"id\":\"3619\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"3520\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_color\":\"green\",\"line_dash\":[6],\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3623\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"green\",\"line_dash\":[6],\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3625\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"3622\"},\"glyph\":{\"id\":\"3623\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"3625\"},\"nonselection_glyph\":{\"id\":\"3624\"},\"view\":{\"id\":\"3627\"}},\"id\":\"3626\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"green\",\"line_dash\":[6],\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3624\",\"type\":\"Line\"},{\"attributes\":{\"overlay\":{\"id\":\"3525\"}},\"id\":\"3519\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"green\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3595\",\"type\":\"Line\"},{\"attributes\":{\"label\":{\"value\":\"CV\"},\"renderers\":[{\"id\":\"3626\"}]},\"id\":\"3646\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"3606\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"3640\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"3536\"}},\"id\":\"3541\",\"type\":\"CDSView\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"3525\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"3639\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"3570\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"3601\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"axis_label\":\"AUC\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"3601\"},\"group\":null,\"major_label_policy\":{\"id\":\"3602\"},\"major_label_text_font_size\":\"8pt\",\"ticker\":{\"id\":\"3566\"}},\"id\":\"3565\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"3573\",\"type\":\"SaveTool\"},{\"attributes\":{\"data\":{\"cv\":{\"__ndarray__\":\"ArPAScG95T/A8s17RXjlP/e/uCulGuU/7rkTLnUs5j8uzB94cIzmPzTgh49z7eU/JNkXWlTp5T/yNwxnTMvlP7wAkZUY6+U/kiauA9Xr5j9Y80HA8s3nP8vg+9MgQ+g/DjdegMhK6D8geHCMEkboP2Z8ubw6M+g/qDysirZ46D/Ygep1vcvoPyoPq6ItHuk/gDyPOUvj6D+0i4Gw0+boPxesbWUNT+k/SE15WBVt6T8VUKBdDITpP94OcQBX8+k/Qmn/i7tS6j8jZdOs/vrpP4qxnh6Q5+k/dLjxAkRW6j+sbWUNT9XpP1TMPMnbIeo/MhB22hw06j+sM8M2JN7pPzBij1acTuo/yokIkmBQ6j91LDawmUTqP/2eWDK+XOo/zc1e9Az46T8yhLqHciLqPwCpDL4/Deo/zHGR7Ast6j+8jEzowvzpPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[41]},\"cv_hover\":[\"0.68\",\"0.67\",\"0.66\",\"0.69\",\"0.70\",\"0.69\",\"0.68\",\"0.68\",\"0.68\",\"0.72\",\"0.74\",\"0.76\",\"0.76\",\"0.76\",\"0.76\",\"0.76\",\"0.77\",\"0.78\",\"0.78\",\"0.78\",\"0.79\",\"0.79\",\"0.80\",\"0.81\",\"0.82\",\"0.81\",\"0.81\",\"0.82\",\"0.81\",\"0.82\",\"0.82\",\"0.81\",\"0.82\",\"0.82\",\"0.82\",\"0.82\",\"0.81\",\"0.82\",\"0.81\",\"0.82\",\"0.81\"],\"diff\":{\"__ndarray__\":\"QLv7ts/Xgj/AdmuyTAWUP+Bn+rH1EaI/MO5KqUZgpj/gK8Jr7O6rP0jeDnEAV7M/MM615064tD/4u6mdU1i4PyiRsmlWf70/NCTe8R+VwT8gshJjPT3APxiBWeCk4L4/6H6mH1sfwT+A+DjXnjvBPxxDqHsoJ8I/sEwFFGgXwz9g8P1pkCHEP/g415474cI/eGH+wINjxD8UDEr7X9zFP2xpHN0m6MU/qOTtEAdwxT+83mVkQhfGP8BmEimbZsU/yHZrskwFxD98SlJTHlbFPzS+XF6dGcY/iNL+F3elxD+0bjBFPuvGP4gbL0BkJcY/IH1KUlMexj/QaKiYeZLHP6AsUwEF2sU/OI5uE/TSxT/MN+8V4TXGP7zeZWRCF8Y/fCNNXAeqxz/YCMwCJwXHP8D3p0GGUMc/XBFeY3ffxj80HwQs37zHPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[41]},\"diff_hover\":[\"0.01\",\"0.02\",\"0.04\",\"0.04\",\"0.05\",\"0.08\",\"0.08\",\"0.10\",\"0.12\",\"0.14\",\"0.13\",\"0.12\",\"0.13\",\"0.13\",\"0.14\",\"0.15\",\"0.16\",\"0.15\",\"0.16\",\"0.17\",\"0.17\",\"0.17\",\"0.17\",\"0.17\",\"0.16\",\"0.17\",\"0.17\",\"0.16\",\"0.18\",\"0.17\",\"0.17\",\"0.18\",\"0.17\",\"0.17\",\"0.17\",\"0.17\",\"0.18\",\"0.18\",\"0.18\",\"0.18\",\"0.19\"],\"full\":{\"__ndarray__\":\"76GciCAJ5j92TmHhbxjmP3Vm2IbEO+Y/0WiomHmS5z/s7ts+X0voP/27qZ1TWOg/6pION16A6D9xb8HaVtboP+FSx2IDm+k/n68lAB1R6z/gnwYZQt3rP+4QB3A1H+w/yNZHSJ+S7D9Atj5C+pTsPy2No9sEvew/1I+tj5A+7T/w/WmQIdTtP2jdYIp81u0/3tTOKSz87T+5DlSv613uP3LGtBwXye4/csa0HBfJ7j/Ex7n23AnvP46otcr9TO8/9EaauA5U7z/C96dBhlDvPxfhNXb3be8/Fm3xyKF/7z9ZibGeHpDvPzaTSNk0q+8/eq8Ir7G77z/gTe2cwsLvP1gt5JYdxe8/WC3klh3F7z9o+rH1EdLvP6wWcsuO4u8/rBZyy47i7z9ohm1IvOPvP/Cmdk5h4e8/I/Zoxenk7z+JlE2z+uvvPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[41]},\"full_hover\":[\"0.69\",\"0.69\",\"0.69\",\"0.74\",\"0.76\",\"0.76\",\"0.77\",\"0.78\",\"0.80\",\"0.85\",\"0.87\",\"0.88\",\"0.89\",\"0.89\",\"0.90\",\"0.91\",\"0.93\",\"0.93\",\"0.94\",\"0.95\",\"0.96\",\"0.96\",\"0.97\",\"0.98\",\"0.98\",\"0.98\",\"0.98\",\"0.98\",\"0.99\",\"0.99\",\"0.99\",\"0.99\",\"0.99\",\"0.99\",\"0.99\",\"1.00\",\"1.00\",\"1.00\",\"1.00\",\"1.00\",\"1.00\"],\"values_string\":[\"1\",\"2\",\"4\",\"6\",\"8\",\"10\",\"12\",\"14\",\"16\",\"18\",\"20\",\"22\",\"24\",\"26\",\"28\",\"30\",\"32\",\"34\",\"36\",\"38\",\"40\",\"42\",\"44\",\"46\",\"48\",\"50\",\"52\",\"54\",\"56\",\"58\",\"60\",\"62\",\"64\",\"66\",\"68\",\"70\",\"72\",\"74\",\"76\",\"78\",\"80\"]},\"selected\":{\"id\":\"3640\"},\"selection_policy\":{\"id\":\"3639\"}},\"id\":\"3496\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"align\":\"center\",\"coordinates\":null,\"group\":null,\"text\":\"AUCdiff vs. AUCcv\",\"text_font_size\":\"12pt\"},\"id\":\"3498\",\"type\":\"Title\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"green\",\"hatch_alpha\":0.2,\"hatch_color\":\"green\",\"line_alpha\":0.2,\"line_color\":\"green\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3590\",\"type\":\"Patch\"},{\"attributes\":{\"end\":0.21545140885566413,\"start\":-0.020799309948246053},\"id\":\"3502\",\"type\":\"Range1d\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"3577\",\"type\":\"BoxAnnotation\"}],\"root_ids\":[\"3697\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n",
+ " const render_items = [{\"docid\":\"3b10e220-a5d3-4eee-9ce6-144dacd547d0\",\"root_ids\":[\"3697\"],\"roots\":{\"3697\":\"24ec88ce-4f41-4692-878f-e65106d91d38\"}}];\n",
" root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
" }\n",
" if (root.Bokeh !== undefined) {\n",
@@ -687,7 +673,7 @@
},
"metadata": {
"application/vnd.bokehjs_exec.v0+json": {
- "id": "1203"
+ "id": "3697"
}
}
},
@@ -708,7 +694,7 @@
"data": {
"text/html": [
"\n",
- " <div class=\"bk-root\" id=\"add89290-c40d-4f13-8189-0957ed689ac3\" data-root-id=\"1585\"></div>\n"
+ " <div class=\"bk-root\" id=\"0d119c60-cc53-415f-a99b-af6cab54fd6d\" data-root-id=\"4263\"></div>\n"
]
},
"metadata": {}
@@ -719,8 +705,8 @@
"application/javascript": [
"(function(root) {\n",
" function embed_document(root) {\n",
- " const docs_json = {\"ab252346-2fcd-4587-99cf-97f2bb913067\":{\"defs\":[],\"roots\":{\"references\":[{\"attributes\":{\"children\":[{\"id\":\"1584\"},{\"id\":\"1582\"}]},\"id\":\"1585\",\"type\":\"Column\"},{\"attributes\":{},\"id\":\"1550\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"1551\",\"type\":\"AllLabels\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"green\",\"hatch_alpha\":0.2,\"hatch_color\":\"green\",\"line_alpha\":0.2,\"line_color\":\"green\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1478\",\"type\":\"Patch\"},{\"attributes\":{\"line_alpha\":0.25,\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1425\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1553\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_color\":\"green\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1482\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"x\":[\"1\",\"2\",\"4\",\"6\",\"8\",\"10\",\"12\",\"14\",\"16\",\"18\",\"20\",\"22\",\"24\",\"26\",\"28\",\"30\",\"32\",\"34\",\"36\",\"38\",\"40\",\"42\",\"44\",\"46\",\"48\",\"50\",\"52\",\"54\",\"56\",\"58\",\"60\",\"62\",\"64\",\"66\",\"68\",\"70\",\"72\",\"74\",\"76\",\"78\",\"80\",\"80\",\"78\",\"76\",\"74\",\"72\",\"70\",\"68\",\"66\",\"64\",\"62\",\"60\",\"58\",\"56\",\"54\",\"52\",\"50\",\"48\",\"46\",\"44\",\"42\",\"40\",\"38\",\"36\",\"34\",\"32\",\"30\",\"28\",\"26\",\"24\",\"22\",\"20\",\"18\",\"16\",\"14\",\"12\",\"10\",\"8\",\"6\",\"4\",\"2\",\"1\"],\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[82]}},\"selected\":{\"id\":\"1495\"},\"selection_policy\":{\"id\":\"1494\"}},\"id\":\"1475\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1554\",\"type\":\"AllLabels\"},{\"attributes\":{\"below\":[{\"id\":\"1396\"}],\"center\":[{\"id\":\"1399\"},{\"id\":\"1403\"}],\"height\":405,\"left\":[{\"id\":\"1400\"}],\"renderers\":[{\"id\":\"1428\"},{\"id\":\"1434\"}],\"title\":{\"id\":\"1386\"},\"toolbar\":{\"id\":\"1415\"},\"toolbar_location\":null,\"width\":485,\"x_range\":{\"id\":\"1388\"},\"x_scale\":{\"id\":\"1392\"},\"y_range\":{\"id\":\"1390\"},\"y_scale\":{\"id\":\"1394\"}},\"id\":\"1385\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"data\":{\"x\":[\"1\",\"2\",\"4\",\"6\",\"8\",\"10\",\"12\",\"14\",\"16\",\"18\",\"20\",\"22\",\"24\",\"26\",\"28\",\"30\",\"32\",\"34\",\"36\",\"38\",\"40\",\"42\",\"44\",\"46\",\"48\",\"50\",\"52\",\"54\",\"56\",\"58\",\"60\",\"62\",\"64\",\"66\",\"68\",\"70\",\"72\",\"74\",\"76\",\"78\",\"80\"],\"y\":{\"__ndarray__\":\"EBKOWLGiuz8Qgug2/i68P8hVOcR5wLw/dArLTbdMxj8YgYRfYX3KP/TG+e+YqMo/FKL53yNDzD9AeWw0HWLOP8QT5/0J6tE/5FsNGyh51z+qx8U8tjjaP3wysNbQt9s/Tpifsi5A3j+SNojr2zLeP1xd6c4WMd8/J6bB0fnz4D+icagCUXjiP2myT/eSbuI/PtveFinb4j/z4eeH+kbkP5lWyi/3jOU/GSnHo6Gf5T9gxcywE7rmP3GBY14X5uc/PODZYI4M6D+r8OgPnyPoP5oVQQWguug/BcRkxWFz6T/6H2uWvabpP5sDZqTFPuo/FunZXTRr6j+0XMlPQX/qP2x09de4huo/2qUVwSGT6j9a8JY6lwTrP7nMJHRlpes/AzbGsMys6z9HDl/h1sTrP1YINaGF0Os/SgqNNVbt6z8HoolOwAjsPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[41]}},\"selected\":{\"id\":\"1497\"},\"selection_policy\":{\"id\":\"1496\"}},\"id\":\"1481\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null},\"id\":\"1404\",\"type\":\"TapTool\"},{\"attributes\":{\"overlay\":{\"id\":\"1414\"}},\"id\":\"1410\",\"type\":\"LassoSelectTool\"},{\"attributes\":{\"overlay\":{\"id\":\"1413\"}},\"id\":\"1407\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"1408\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"1409\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"1392\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"syncable\":false,\"xs_units\":\"screen\",\"ys_units\":\"screen\"},\"id\":\"1466\",\"type\":\"PolyAnnotation\"},{\"attributes\":{},\"id\":\"1555\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"cv\":{\"__ndarray__\":\"6PBcAKJ8uT8UPhRzH7i2P2ynpKvg3LE/NBxOJR6buz9Q16FjN8a7P8BeA1n/PLI/PMqAO+U0tD8IqTCLDX6rP7Bd8GVIYrI/NJpDwFg8uT/E3+EXXgS/P341wS6C4cM/0JDQGbxYyD9svVdlSNvCPx6NIn5UC8M/oqtbSZqJwz/MzX1EM6zAP3CuTyWlDMY/aHLEL3MjyD/gAmDCOhLFP3D4wNiH+sY/zKEcdE8xyj+ybJvjuYXJPxT1VfirIsw/lrOKKI4AzT8mdFtyuGHMP5ppO4kTwcw/inriNb3V0T+JOWobhUzRP+95Pa+eCdA/ykW+ANUzzj+lC+OAGSvQP52bfiLlYtA/AIXbsoI9zD9OEXmpD+PMP5o0LhRSHNI/TKws9BZxzz+uRU7ryn7OP4MkcVuhUtA/hxXsRT3y0D/MRxq74vDPPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[41]},\"cv_hover\":[\"0.10\",\"0.09\",\"0.07\",\"0.11\",\"0.11\",\"0.07\",\"0.08\",\"0.05\",\"0.07\",\"0.10\",\"0.12\",\"0.16\",\"0.19\",\"0.15\",\"0.15\",\"0.15\",\"0.13\",\"0.17\",\"0.19\",\"0.16\",\"0.18\",\"0.20\",\"0.20\",\"0.22\",\"0.23\",\"0.22\",\"0.22\",\"0.28\",\"0.27\",\"0.25\",\"0.24\",\"0.25\",\"0.26\",\"0.22\",\"0.23\",\"0.28\",\"0.25\",\"0.24\",\"0.26\",\"0.26\",\"0.25\"],\"diff\":{\"__ndarray__\":\"QAmJwXowgT/wD1EPe9uVP7hcKTEyx6U/tPhHdlD+sD/gKmdbizS5P5QXeEMZisE/9jw5QrEowj/+TqDRmYLHP7D41cjvoso/V3X86hEq0T+5T822nnfSP72XT78Px9E/5k+3pdAT0j/cV9y4N8XUP80W2I9sq9U/fXbVfiYj2D9e/BFjiJrcP5qN91vT1tk/SH3blZik2T92wp+u1wTeP/owNHOqnN8/TAGAjZsm3j806uU3pVjgPywETmBs3eA/VjO31mrM4D+iE1LzMAvhPzQ78iJbiuE/wIZzKoOI4D82A7YIewDhP6RGx0z2OeI/pFeqHT/e4j/i1lePtGniP54mtkZGVeI/msReFMGD4z8GrDhQ08vjP2yyDWo8l+I/8Aq784bQ4z/cfIsmJCXkPxR2fPM0p+M/hv+Wkjd04z8UEMOfhwzkPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[41]},\"diff_hover\":[\"0.01\",\"0.02\",\"0.04\",\"0.07\",\"0.10\",\"0.14\",\"0.14\",\"0.18\",\"0.21\",\"0.27\",\"0.29\",\"0.28\",\"0.28\",\"0.32\",\"0.34\",\"0.38\",\"0.45\",\"0.40\",\"0.40\",\"0.47\",\"0.49\",\"0.47\",\"0.51\",\"0.53\",\"0.52\",\"0.53\",\"0.55\",\"0.52\",\"0.53\",\"0.57\",\"0.59\",\"0.58\",\"0.57\",\"0.61\",\"0.62\",\"0.58\",\"0.62\",\"0.63\",\"0.61\",\"0.61\",\"0.63\"],\"full\":{\"__ndarray__\":\"EBKOWLGiuz8Qgug2/i68P8hVOcR5wLw/dArLTbdMxj8YgYRfYX3KP/TG+e+YqMo/FKL53yNDzD9AeWw0HWLOP8QT5/0J6tE/5FsNGyh51z+qx8U8tjjaP3wysNbQt9s/Tpifsi5A3j+SNojr2zLeP1xd6c4WMd8/J6bB0fnz4D+icagCUXjiP2myT/eSbuI/PtveFinb4j/z4eeH+kbkP5lWyi/3jOU/GSnHo6Gf5T9gxcywE7rmP3GBY14X5uc/PODZYI4M6D+r8OgPnyPoP5oVQQWguug/BcRkxWFz6T/6H2uWvabpP5sDZqTFPuo/FunZXTRr6j+0XMlPQX/qP2x09de4huo/2qUVwSGT6j9a8JY6lwTrP7nMJHRlpes/AzbGsMys6z9HDl/h1sTrP1YINaGF0Os/SgqNNVbt6z8HoolOwAjsPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[41]},\"full_hover\":[\"0.11\",\"0.11\",\"0.11\",\"0.17\",\"0.21\",\"0.21\",\"0.22\",\"0.24\",\"0.28\",\"0.37\",\"0.41\",\"0.43\",\"0.47\",\"0.47\",\"0.49\",\"0.53\",\"0.58\",\"0.58\",\"0.59\",\"0.63\",\"0.67\",\"0.68\",\"0.71\",\"0.75\",\"0.75\",\"0.75\",\"0.77\",\"0.80\",\"0.80\",\"0.82\",\"0.83\",\"0.83\",\"0.83\",\"0.83\",\"0.84\",\"0.86\",\"0.86\",\"0.87\",\"0.87\",\"0.87\",\"0.88\"],\"values_string\":[\"1\",\"2\",\"4\",\"6\",\"8\",\"10\",\"12\",\"14\",\"16\",\"18\",\"20\",\"22\",\"24\",\"26\",\"28\",\"30\",\"32\",\"34\",\"36\",\"38\",\"40\",\"42\",\"44\",\"46\",\"48\",\"50\",\"52\",\"54\",\"56\",\"58\",\"60\",\"62\",\"64\",\"66\",\"68\",\"70\",\"72\",\"74\",\"76\",\"78\",\"80\"]},\"selected\":{\"id\":\"1528\"},\"selection_policy\":{\"id\":\"1527\"}},\"id\":\"1384\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"1412\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"1556\",\"type\":\"Selection\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"1413\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"syncable\":false,\"xs_units\":\"screen\",\"ys_units\":\"screen\"},\"id\":\"1414\",\"type\":\"PolyAnnotation\"},{\"attributes\":{\"label\":{\"value\":\"R\\u00b2\"},\"renderers\":[{\"id\":\"1485\"}]},\"id\":\"1502\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1510\"},\"glyph\":{\"id\":\"1511\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1513\"},\"nonselection_glyph\":{\"id\":\"1512\"},\"view\":{\"id\":\"1515\"}},\"id\":\"1514\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1481\"},\"glyph\":{\"id\":\"1482\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1484\"},\"nonselection_glyph\":{\"id\":\"1483\"},\"view\":{\"id\":\"1486\"}},\"id\":\"1485\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_color\":{\"value\":\"white\"},\"line_color\":{\"value\":\"green\"},\"line_width\":{\"value\":2}},\"id\":\"1509\",\"type\":\"Circle\"},{\"attributes\":{\"fill_color\":{\"value\":\"white\"},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":8},\"x\":{\"field\":\"values_string\"},\"y\":{\"field\":\"full\"}},\"id\":\"1504\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1481\"}},\"id\":\"1486\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1384\"}},\"id\":\"1508\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"white\"},\"hatch_alpha\":{\"value\":0.1},\"line_alpha\":{\"value\":0.4},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":8},\"x\":{\"field\":\"values_string\"},\"y\":{\"field\":\"full\"}},\"id\":\"1505\",\"type\":\"Circle\"},{\"attributes\":{\"data\":{\"x\":[\"1\",\"2\",\"4\",\"6\",\"8\",\"10\",\"12\",\"14\",\"16\",\"18\",\"20\",\"22\",\"24\",\"26\",\"28\",\"30\",\"32\",\"34\",\"36\",\"38\",\"40\",\"42\",\"44\",\"46\",\"48\",\"50\",\"52\",\"54\",\"56\",\"58\",\"60\",\"62\",\"64\",\"66\",\"68\",\"70\",\"72\",\"74\",\"76\",\"78\",\"80\"],\"y\":{\"__ndarray__\":\"6PBcAKJ8uT8UPhRzH7i2P2ynpKvg3LE/NBxOJR6buz9Q16FjN8a7P8BeA1n/PLI/PMqAO+U0tD8IqTCLDX6rP7Bd8GVIYrI/NJpDwFg8uT/E3+EXXgS/P341wS6C4cM/0JDQGbxYyD9svVdlSNvCPx6NIn5UC8M/oqtbSZqJwz/MzX1EM6zAP3CuTyWlDMY/aHLEL3MjyD/gAmDCOhLFP3D4wNiH+sY/zKEcdE8xyj+ybJvjuYXJPxT1VfirIsw/lrOKKI4AzT8mdFtyuGHMP5ppO4kTwcw/inriNb3V0T+JOWobhUzRP+95Pa+eCdA/ykW+ANUzzj+lC+OAGSvQP52bfiLlYtA/AIXbsoI9zD9OEXmpD+PMP5o0LhRSHNI/TKws9BZxzz+uRU7ryn7OP4MkcVuhUtA/hxXsRT3y0D/MRxq74vDPPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[41]}},\"selected\":{\"id\":\"1530\"},\"selection_policy\":{\"id\":\"1529\"}},\"id\":\"1510\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"white\"},\"hatch_alpha\":{\"value\":0.2},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":8},\"x\":{\"field\":\"values_string\"},\"y\":{\"field\":\"full\"}},\"id\":\"1506\",\"type\":\"Circle\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1384\"},\"glyph\":{\"id\":\"1504\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1506\"},\"nonselection_glyph\":{\"id\":\"1505\"},\"selection_glyph\":{\"id\":\"1509\"},\"view\":{\"id\":\"1508\"}},\"id\":\"1507\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"green\",\"line_dash\":[6],\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1511\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1475\"},\"glyph\":{\"id\":\"1476\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1478\"},\"nonselection_glyph\":{\"id\":\"1477\"},\"view\":{\"id\":\"1480\"}},\"id\":\"1479\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1497\",\"type\":\"Selection\"},{\"attributes\":{\"label\":{\"value\":\"Q\\u00b2\"},\"renderers\":[{\"id\":\"1514\"}]},\"id\":\"1534\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"1510\"}},\"id\":\"1515\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"mode\":\"vline\",\"renderers\":[{\"id\":\"1539\"}],\"tooltips\":[[\"Q\\u00b2\",\"@cv_hover\"]]},\"id\":\"1544\",\"type\":\"HoverTool\"},{\"attributes\":{},\"id\":\"1496\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"green\",\"line_dash\":[6],\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1513\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1528\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1527\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"align\":\"center\",\"coordinates\":null,\"group\":null,\"text\":\"| R\\u00b2-Q\\u00b2 | vs. Q\\u00b2\",\"text_font_size\":\"12pt\"},\"id\":\"1386\",\"type\":\"Title\"},{\"attributes\":{\"end\":0.3129785534930324,\"start\":0.023696082344986408},\"id\":\"1388\",\"type\":\"Range1d\"},{\"attributes\":{\"end\":0.6595338394956178,\"start\":-0.02160675141217369},\"id\":\"1390\",\"type\":\"Range1d\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"green\",\"hatch_alpha\":0.1,\"hatch_color\":\"green\",\"line_alpha\":0.1,\"line_color\":\"green\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1476\",\"type\":\"Patch\"},{\"attributes\":{\"line_alpha\":0.2,\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1427\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1495\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1494\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1529\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"axis\":{\"id\":\"1453\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"1456\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1530\",\"type\":\"Selection\"},{\"attributes\":{\"axis_label\":\"R\\u00b2 & Q\\u00b2\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"1489\"},\"group\":null,\"major_label_policy\":{\"id\":\"1490\"},\"major_label_text_font_size\":\"8pt\",\"ticker\":{\"id\":\"1454\"}},\"id\":\"1453\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"1458\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"1493\",\"type\":\"AllLabels\"},{\"attributes\":{\"axis_label\":\"Components\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"1492\"},\"group\":null,\"major_label_orientation\":1.5707963267948966,\"major_label_policy\":{\"id\":\"1493\"},\"major_label_text_font_size\":\"8pt\",\"ticker\":{\"id\":\"1451\"}},\"id\":\"1450\",\"type\":\"CategoricalAxis\"},{\"attributes\":{},\"id\":\"1454\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"1492\",\"type\":\"CategoricalTickFormatter\"},{\"attributes\":{\"overlay\":{\"id\":\"1464\"}},\"id\":\"1463\",\"type\":\"BoxSelectTool\"},{\"attributes\":{},\"id\":\"1490\",\"type\":\"AllLabels\"},{\"attributes\":{\"overlay\":{\"id\":\"1466\"}},\"id\":\"1462\",\"type\":\"LassoSelectTool\"},{\"attributes\":{},\"id\":\"1457\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"1489\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"overlay\":{\"id\":\"1465\"}},\"id\":\"1459\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"6PBcAKJ8uT8UPhRzH7i2P2ynpKvg3LE/NBxOJR6buz9Q16FjN8a7P8BeA1n/PLI/PMqAO+U0tD8IqTCLDX6rP7Bd8GVIYrI/NJpDwFg8uT/E3+EXXgS/P341wS6C4cM/0JDQGbxYyD9svVdlSNvCPx6NIn5UC8M/oqtbSZqJwz/MzX1EM6zAP3CuTyWlDMY/aHLEL3MjyD/gAmDCOhLFP3D4wNiH+sY/zKEcdE8xyj+ybJvjuYXJPxT1VfirIsw/lrOKKI4AzT8mdFtyuGHMP5ppO4kTwcw/inriNb3V0T+JOWobhUzRP+95Pa+eCdA/ykW+ANUzzj+lC+OAGSvQP52bfiLlYtA/AIXbsoI9zD9OEXmpD+PMP5o0LhRSHNI/TKws9BZxzz+uRU7ryn7OP4MkcVuhUtA/hxXsRT3y0D/MRxq74vDPPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[41]},\"y\":{\"__ndarray__\":\"QAmJwXowgT/wD1EPe9uVP7hcKTEyx6U/tPhHdlD+sD/gKmdbizS5P5QXeEMZisE/9jw5QrEowj/+TqDRmYLHP7D41cjvoso/V3X86hEq0T+5T822nnfSP72XT78Px9E/5k+3pdAT0j/cV9y4N8XUP80W2I9sq9U/fXbVfiYj2D9e/BFjiJrcP5qN91vT1tk/SH3blZik2T92wp+u1wTeP/owNHOqnN8/TAGAjZsm3j806uU3pVjgPywETmBs3eA/VjO31mrM4D+iE1LzMAvhPzQ78iJbiuE/wIZzKoOI4D82A7YIewDhP6RGx0z2OeI/pFeqHT/e4j/i1lePtGniP54mtkZGVeI/msReFMGD4z8GrDhQ08vjP2yyDWo8l+I/8Aq784bQ4z/cfIsmJCXkPxR2fPM0p+M/hv+Wkjd04z8UEMOfhwzkPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[41]}},\"selected\":{\"id\":\"1556\"},\"selection_policy\":{\"id\":\"1555\"}},\"id\":\"1424\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1460\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"1397\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"1461\",\"type\":\"SaveTool\"},{\"attributes\":{\"axis\":{\"id\":\"1396\"},\"coordinates\":null,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"1399\",\"type\":\"Grid\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1424\"},\"glyph\":{\"id\":\"1425\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1427\"},\"nonselection_glyph\":{\"id\":\"1426\"},\"view\":{\"id\":\"1429\"}},\"id\":\"1428\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1394\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis_label\":\"Q\\u00b2\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"1553\"},\"group\":null,\"major_label_policy\":{\"id\":\"1554\"},\"major_label_text_font_size\":\"8pt\",\"ticker\":{\"id\":\"1397\"}},\"id\":\"1396\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"1405\",\"type\":\"PanTool\"},{\"attributes\":{\"axis_label\":\"| R\\u00b2-Q\\u00b2 |\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"1550\"},\"group\":null,\"major_label_policy\":{\"id\":\"1551\"},\"major_label_text_font_size\":\"8pt\",\"ticker\":{\"id\":\"1401\"}},\"id\":\"1400\",\"type\":\"LinearAxis\"},{\"attributes\":{\"axis\":{\"id\":\"1400\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"1403\",\"type\":\"Grid\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"1465\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"1401\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"1406\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"1464\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"overlay\":{\"id\":\"1412\"}},\"id\":\"1411\",\"type\":\"BoxSelectTool\"},{\"attributes\":{\"fill_color\":{\"value\":\"white\"},\"line_color\":{\"value\":\"green\"},\"line_width\":{\"value\":2}},\"id\":\"1541\",\"type\":\"Circle\"},{\"attributes\":{\"align\":\"center\",\"coordinates\":null,\"group\":null,\"text\":\"R\\u00b2 & Q\\u00b2 over no. of Components\",\"text_font_size\":\"12pt\"},\"id\":\"1440\",\"type\":\"Title\"},{\"attributes\":{\"factors\":[\"1\",\"2\",\"4\",\"6\",\"8\",\"10\",\"12\",\"14\",\"16\",\"18\",\"20\",\"22\",\"24\",\"26\",\"28\",\"30\",\"32\",\"34\",\"36\",\"38\",\"40\",\"42\",\"44\",\"46\",\"48\",\"50\",\"52\",\"54\",\"56\",\"58\",\"60\",\"62\",\"64\",\"66\",\"68\",\"70\",\"72\",\"74\",\"76\",\"78\",\"80\"]},\"id\":\"1442\",\"type\":\"FactorRange\"},{\"attributes\":{\"fill_color\":{\"value\":\"white\"},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":8},\"x\":{\"field\":\"values_string\"},\"y\":{\"field\":\"cv\"}},\"id\":\"1536\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1448\",\"type\":\"LinearScale\"},{\"attributes\":{\"source\":{\"id\":\"1384\"}},\"id\":\"1540\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1446\",\"type\":\"CategoricalScale\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"white\"},\"hatch_alpha\":{\"value\":0.1},\"line_alpha\":{\"value\":0.4},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":8},\"x\":{\"field\":\"values_string\"},\"y\":{\"field\":\"cv\"}},\"id\":\"1537\",\"type\":\"Circle\"},{\"attributes\":{\"axis\":{\"id\":\"1450\"},\"coordinates\":null,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"1452\",\"type\":\"Grid\"},{\"attributes\":{\"callback\":null,\"mode\":\"vline\",\"renderers\":[{\"id\":\"1507\"}],\"tooltips\":[[\"R\\u00b2\",\"@full_hover\"]]},\"id\":\"1542\",\"type\":\"HoverTool\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"white\"},\"hatch_alpha\":{\"value\":0.2},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":8},\"x\":{\"field\":\"values_string\"},\"y\":{\"field\":\"cv\"}},\"id\":\"1538\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1451\",\"type\":\"CategoricalTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1384\"},\"glyph\":{\"id\":\"1536\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1538\"},\"nonselection_glyph\":{\"id\":\"1537\"},\"selection_glyph\":{\"id\":\"1541\"},\"view\":{\"id\":\"1540\"}},\"id\":\"1539\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"renderers\":[{\"id\":\"1507\"},{\"id\":\"1539\"}]},\"id\":\"1546\",\"type\":\"TapTool\"},{\"attributes\":{\"toolbar\":{\"id\":\"1583\"},\"toolbar_location\":\"above\"},\"id\":\"1584\",\"type\":\"ToolbarBox\"},{\"attributes\":{\"children\":[[{\"id\":\"1385\"},0,0],[{\"id\":\"1439\"},0,1]]},\"id\":\"1582\",\"type\":\"GridBox\"},{\"attributes\":{},\"id\":\"1444\",\"type\":\"DataRange1d\"},{\"attributes\":{\"toolbars\":[{\"id\":\"1415\"},{\"id\":\"1467\"}],\"tools\":[{\"id\":\"1404\"},{\"id\":\"1405\"},{\"id\":\"1406\"},{\"id\":\"1407\"},{\"id\":\"1408\"},{\"id\":\"1409\"},{\"id\":\"1410\"},{\"id\":\"1411\"},{\"id\":\"1437\"},{\"id\":\"1457\"},{\"id\":\"1458\"},{\"id\":\"1459\"},{\"id\":\"1460\"},{\"id\":\"1461\"},{\"id\":\"1462\"},{\"id\":\"1463\"},{\"id\":\"1542\"},{\"id\":\"1544\"},{\"id\":\"1546\"}]},\"id\":\"1583\",\"type\":\"ProxyToolbar\"},{\"attributes\":{\"fill_color\":{\"value\":\"green\"},\"line_width\":{\"value\":2}},\"id\":\"1436\",\"type\":\"Circle\"},{\"attributes\":{\"tools\":[{\"id\":\"1457\"},{\"id\":\"1458\"},{\"id\":\"1459\"},{\"id\":\"1460\"},{\"id\":\"1461\"},{\"id\":\"1462\"},{\"id\":\"1463\"},{\"id\":\"1542\"},{\"id\":\"1544\"},{\"id\":\"1546\"}]},\"id\":\"1467\",\"type\":\"Toolbar\"},{\"attributes\":{\"source\":{\"id\":\"1384\"}},\"id\":\"1435\",\"type\":\"CDSView\"},{\"attributes\":{\"below\":[{\"id\":\"1450\"}],\"center\":[{\"id\":\"1452\"},{\"id\":\"1456\"},{\"id\":\"1501\"}],\"height\":405,\"left\":[{\"id\":\"1453\"}],\"renderers\":[{\"id\":\"1479\"},{\"id\":\"1485\"},{\"id\":\"1507\"},{\"id\":\"1514\"},{\"id\":\"1539\"}],\"title\":{\"id\":\"1440\"},\"toolbar\":{\"id\":\"1467\"},\"toolbar_location\":null,\"width\":485,\"x_range\":{\"id\":\"1442\"},\"x_scale\":{\"id\":\"1446\"},\"y_range\":{\"id\":\"1444\"},\"y_scale\":{\"id\":\"1448\"}},\"id\":\"1439\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"green\"},\"hatch_alpha\":{\"value\":0.2},\"hatch_color\":{\"value\":\"green\"},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":11},\"x\":{\"field\":\"cv\"},\"y\":{\"field\":\"diff\"}},\"id\":\"1433\",\"type\":\"Circle\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"1502\"},{\"id\":\"1534\"}],\"location\":\"bottom_right\"},\"id\":\"1501\",\"type\":\"Legend\"},{\"attributes\":{\"callback\":null,\"renderers\":[{\"id\":\"1434\"}],\"tooltips\":[[\"Components\",\"@values_string\"],[\"R\\u00b2\",\"@full_hover\"],[\"Q\\u00b2\",\"@cv_hover\"],[\"| R\\u00b2-Q\\u00b2 |\",\"@diff_hover\"]]},\"id\":\"1437\",\"type\":\"HoverTool\"},{\"attributes\":{\"source\":{\"id\":\"1475\"}},\"id\":\"1480\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.7},\"fill_color\":{\"value\":\"green\"},\"hatch_alpha\":{\"value\":0.7},\"hatch_color\":{\"value\":\"green\"},\"line_alpha\":{\"value\":0.7},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":11},\"x\":{\"field\":\"cv\"},\"y\":{\"field\":\"diff\"}},\"id\":\"1431\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"green\",\"hatch_alpha\":0.1,\"hatch_color\":\"green\",\"line_alpha\":0.1,\"line_color\":\"green\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1477\",\"type\":\"Patch\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.4},\"fill_color\":{\"value\":\"green\"},\"hatch_alpha\":{\"value\":0.1},\"hatch_color\":{\"value\":\"green\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"white\"},\"size\":{\"value\":11},\"x\":{\"field\":\"cv\"},\"y\":{\"field\":\"diff\"}},\"id\":\"1432\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1424\"}},\"id\":\"1429\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1426\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1384\"},\"glyph\":{\"id\":\"1431\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1433\"},\"nonselection_glyph\":{\"id\":\"1432\"},\"selection_glyph\":{\"id\":\"1436\"},\"view\":{\"id\":\"1435\"}},\"id\":\"1434\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"tools\":[{\"id\":\"1404\"},{\"id\":\"1405\"},{\"id\":\"1406\"},{\"id\":\"1407\"},{\"id\":\"1408\"},{\"id\":\"1409\"},{\"id\":\"1410\"},{\"id\":\"1411\"},{\"id\":\"1437\"}]},\"id\":\"1415\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"green\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1484\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"green\",\"line_dash\":[6],\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1512\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"green\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1483\",\"type\":\"Line\"}],\"root_ids\":[\"1585\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n",
- " const render_items = [{\"docid\":\"ab252346-2fcd-4587-99cf-97f2bb913067\",\"root_ids\":[\"1585\"],\"roots\":{\"1585\":\"add89290-c40d-4f13-8189-0957ed689ac3\"}}];\n",
+ " const docs_json = {\"b387ab00-4ea2-4fc5-a45d-e9f43392ee4b\":{\"defs\":[],\"roots\":{\"references\":[{\"attributes\":{\"children\":[{\"id\":\"4262\"},{\"id\":\"4260\"}]},\"id\":\"4263\",\"type\":\"Column\"},{\"attributes\":{},\"id\":\"4070\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"4072\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"4228\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"syncable\":false,\"xs_units\":\"screen\",\"ys_units\":\"screen\"},\"id\":\"4144\",\"type\":\"PolyAnnotation\"},{\"attributes\":{},\"id\":\"4229\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"4231\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"green\",\"hatch_alpha\":0.1,\"hatch_color\":\"green\",\"line_alpha\":0.1,\"line_color\":\"green\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4154\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"4232\",\"type\":\"AllLabels\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"4180\"},{\"id\":\"4212\"}],\"location\":\"bottom_right\"},\"id\":\"4179\",\"type\":\"Legend\"},{\"attributes\":{\"end\":0.6570369170574968,\"start\":-0.021069983298663192},\"id\":\"4068\",\"type\":\"Range1d\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"green\",\"hatch_alpha\":0.2,\"hatch_color\":\"green\",\"line_alpha\":0.2,\"line_color\":\"green\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4156\",\"type\":\"Patch\"},{\"attributes\":{\"end\":0.3102913981366966,\"start\":0.031442699406213775},\"id\":\"4066\",\"type\":\"Range1d\"},{\"attributes\":{},\"id\":\"4233\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4153\"},\"glyph\":{\"id\":\"4154\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4156\"},\"nonselection_glyph\":{\"id\":\"4155\"},\"view\":{\"id\":\"4158\"}},\"id\":\"4157\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"4234\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"green\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4162\",\"type\":\"Line\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"4091\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"source\":{\"id\":\"4153\"}},\"id\":\"4158\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4102\"},\"glyph\":{\"id\":\"4103\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4105\"},\"nonselection_glyph\":{\"id\":\"4104\"},\"view\":{\"id\":\"4107\"}},\"id\":\"4106\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"hLfehnRZuT+w3tMaFXu1P5RkDNMbNbI/8OVtBFSuuz/AvloBDsi+PwSIufFhi7U/FMFAn4vBtT/QyD41b/OwP7gnDuFqda8/3KkA2Khhtj+QgUV5U0TCP5jw3WQnWsU/huj+Trjrwz9+/sCAAeLDP4CqrYmJE8M/mChb/aB2xD9q1qZ9cgbFP9STSEt01Mc/5Aa9VlWYxj+4OU5glx3FP3BBBlzyPsc/Nm/aNBwGxj/+mx7PdMzKP5QU/Ad0fc0/7ukEW+ry0D8gzE0uk3fOP0SWioBu1M0/cFuu/Tud0T9eJ6OkATbJP8BkWQDAYM4/juzfDPs50D/Ggrg2VNDLPxOuV8vSPNE/jb+Wyqdc0D87qDGT6u/RP/k4FlVL8NE/sG7jK9EXzz+4PLniHzHQPx5dwZ5X/84/g0+J1qHS0D/ft5Oyy6nQPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[41]},\"y\":{\"__ndarray__\":\"YNR6jeZJgj+AjVJwpM+aP2jiWeK7FqU/+C4olxrrsD9wQ669tDK2P+QFOu7Pxb8/ikFZEF5iwT/YFM2ZZejFP5qdikO59ss/bTEN5b3g0T/iBiOAjBbRPzA6QSS9CtE/CyQgi1JK1D9Ttycr20HUPxyIEgpSp9U/ArjVJKOs1z8PeH3GaG3aP+ga+8jr8tg/CjNfgidq2j8Kp6hfKf/dP3qMkTF1et8/TI2Qlhoe4D9gHgV99gbgP0x8ZFy6huA/itauZjIm3z+jfVVEuoXgPwlwHmWEReE/TZaNxsOk4D8iVkItPVnjP2uqT6SVpuI/z/Jp1zZO4j8CPBtCLIvjP2KdSXJP6OE/FEbK281k4j88HP7woQziPzywmck/reI/V1rNZdjm4z/rbwLwRqzjPw6xhLmvEOQ/iGJISgWE4z8Yxj912rPjPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[41]}},\"selected\":{\"id\":\"4234\"},\"selection_policy\":{\"id\":\"4233\"}},\"id\":\"4102\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"axis\":{\"id\":\"4074\"},\"coordinates\":null,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"4077\",\"type\":\"Grid\"},{\"attributes\":{\"label\":{\"value\":\"R\\u00b2\"},\"renderers\":[{\"id\":\"4163\"}]},\"id\":\"4180\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4159\"},\"glyph\":{\"id\":\"4160\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4162\"},\"nonselection_glyph\":{\"id\":\"4161\"},\"view\":{\"id\":\"4164\"}},\"id\":\"4163\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_color\":{\"value\":\"white\"},\"line_color\":{\"value\":\"green\"},\"line_width\":{\"value\":2}},\"id\":\"4187\",\"type\":\"Circle\"},{\"attributes\":{\"fill_color\":{\"value\":\"white\"},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":8},\"x\":{\"field\":\"values_string\"},\"y\":{\"field\":\"full\"}},\"id\":\"4182\",\"type\":\"Circle\"},{\"attributes\":{\"data\":{\"x\":[\"1\",\"2\",\"4\",\"6\",\"8\",\"10\",\"12\",\"14\",\"16\",\"18\",\"20\",\"22\",\"24\",\"26\",\"28\",\"30\",\"32\",\"34\",\"36\",\"38\",\"40\",\"42\",\"44\",\"46\",\"48\",\"50\",\"52\",\"54\",\"56\",\"58\",\"60\",\"62\",\"64\",\"66\",\"68\",\"70\",\"72\",\"74\",\"76\",\"78\",\"80\",\"80\",\"78\",\"76\",\"74\",\"72\",\"70\",\"68\",\"66\",\"64\",\"62\",\"60\",\"58\",\"56\",\"54\",\"52\",\"50\",\"48\",\"46\",\"44\",\"42\",\"40\",\"38\",\"36\",\"34\",\"32\",\"30\",\"28\",\"26\",\"24\",\"22\",\"20\",\"18\",\"16\",\"14\",\"12\",\"10\",\"8\",\"6\",\"4\",\"2\",\"1\"],\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[82]}},\"selected\":{\"id\":\"4173\"},\"selection_policy\":{\"id\":\"4172\"}},\"id\":\"4153\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"4062\"}},\"id\":\"4186\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"white\"},\"hatch_alpha\":{\"value\":0.1},\"line_alpha\":{\"value\":0.4},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":8},\"x\":{\"field\":\"values_string\"},\"y\":{\"field\":\"full\"}},\"id\":\"4183\",\"type\":\"Circle\"},{\"attributes\":{\"data\":{\"x\":[\"1\",\"2\",\"4\",\"6\",\"8\",\"10\",\"12\",\"14\",\"16\",\"18\",\"20\",\"22\",\"24\",\"26\",\"28\",\"30\",\"32\",\"34\",\"36\",\"38\",\"40\",\"42\",\"44\",\"46\",\"48\",\"50\",\"52\",\"54\",\"56\",\"58\",\"60\",\"62\",\"64\",\"66\",\"68\",\"70\",\"72\",\"74\",\"76\",\"78\",\"80\"],\"y\":{\"__ndarray__\":\"hLfehnRZuT+w3tMaFXu1P5RkDNMbNbI/8OVtBFSuuz/AvloBDsi+PwSIufFhi7U/FMFAn4vBtT/QyD41b/OwP7gnDuFqda8/3KkA2Khhtj+QgUV5U0TCP5jw3WQnWsU/huj+Trjrwz9+/sCAAeLDP4CqrYmJE8M/mChb/aB2xD9q1qZ9cgbFP9STSEt01Mc/5Aa9VlWYxj+4OU5glx3FP3BBBlzyPsc/Nm/aNBwGxj/+mx7PdMzKP5QU/Ad0fc0/7ukEW+ry0D8gzE0uk3fOP0SWioBu1M0/cFuu/Tud0T9eJ6OkATbJP8BkWQDAYM4/juzfDPs50D/Ggrg2VNDLPxOuV8vSPNE/jb+Wyqdc0D87qDGT6u/RP/k4FlVL8NE/sG7jK9EXzz+4PLniHzHQPx5dwZ5X/84/g0+J1qHS0D/ft5Oyy6nQPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[41]}},\"selected\":{\"id\":\"4208\"},\"selection_policy\":{\"id\":\"4207\"}},\"id\":\"4188\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"cv\":{\"__ndarray__\":\"hLfehnRZuT+w3tMaFXu1P5RkDNMbNbI/8OVtBFSuuz/AvloBDsi+PwSIufFhi7U/FMFAn4vBtT/QyD41b/OwP7gnDuFqda8/3KkA2Khhtj+QgUV5U0TCP5jw3WQnWsU/huj+Trjrwz9+/sCAAeLDP4CqrYmJE8M/mChb/aB2xD9q1qZ9cgbFP9STSEt01Mc/5Aa9VlWYxj+4OU5glx3FP3BBBlzyPsc/Nm/aNBwGxj/+mx7PdMzKP5QU/Ad0fc0/7ukEW+ry0D8gzE0uk3fOP0SWioBu1M0/cFuu/Tud0T9eJ6OkATbJP8BkWQDAYM4/juzfDPs50D/Ggrg2VNDLPxOuV8vSPNE/jb+Wyqdc0D87qDGT6u/RP/k4FlVL8NE/sG7jK9EXzz+4PLniHzHQPx5dwZ5X/84/g0+J1qHS0D/ft5Oyy6nQPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[41]},\"cv_hover\":[\"0.10\",\"0.08\",\"0.07\",\"0.11\",\"0.12\",\"0.08\",\"0.08\",\"0.07\",\"0.06\",\"0.09\",\"0.14\",\"0.17\",\"0.16\",\"0.16\",\"0.15\",\"0.16\",\"0.16\",\"0.19\",\"0.18\",\"0.16\",\"0.18\",\"0.17\",\"0.21\",\"0.23\",\"0.26\",\"0.24\",\"0.23\",\"0.28\",\"0.20\",\"0.24\",\"0.25\",\"0.22\",\"0.27\",\"0.26\",\"0.28\",\"0.28\",\"0.24\",\"0.25\",\"0.24\",\"0.26\",\"0.26\"],\"diff\":{\"__ndarray__\":\"YNR6jeZJgj+AjVJwpM+aP2jiWeK7FqU/+C4olxrrsD9wQ669tDK2P+QFOu7Pxb8/ikFZEF5iwT/YFM2ZZejFP5qdikO59ss/bTEN5b3g0T/iBiOAjBbRPzA6QSS9CtE/CyQgi1JK1D9Ttycr20HUPxyIEgpSp9U/ArjVJKOs1z8PeH3GaG3aP+ga+8jr8tg/CjNfgidq2j8Kp6hfKf/dP3qMkTF1et8/TI2Qlhoe4D9gHgV99gbgP0x8ZFy6huA/itauZjIm3z+jfVVEuoXgPwlwHmWEReE/TZaNxsOk4D8iVkItPVnjP2uqT6SVpuI/z/Jp1zZO4j8CPBtCLIvjP2KdSXJP6OE/FEbK281k4j88HP7woQziPzywmck/reI/V1rNZdjm4z/rbwLwRqzjPw6xhLmvEOQ/iGJISgWE4z8Yxj912rPjPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[41]},\"diff_hover\":[\"0.01\",\"0.03\",\"0.04\",\"0.07\",\"0.09\",\"0.12\",\"0.14\",\"0.17\",\"0.22\",\"0.28\",\"0.27\",\"0.27\",\"0.32\",\"0.32\",\"0.34\",\"0.37\",\"0.41\",\"0.39\",\"0.41\",\"0.47\",\"0.49\",\"0.50\",\"0.50\",\"0.52\",\"0.49\",\"0.52\",\"0.54\",\"0.52\",\"0.60\",\"0.58\",\"0.57\",\"0.61\",\"0.56\",\"0.57\",\"0.56\",\"0.58\",\"0.62\",\"0.61\",\"0.63\",\"0.61\",\"0.62\"],\"full\":{\"__ndarray__\":\"EBKOWLGiuz8Qgug2/i68P8hVOcR5wLw/dArLTbdMxj8YgYRfYX3KP/TG+e+YqMo/FKL53yNDzD9AeWw0HWLOP8QT5/0J6tE/5FsNGyh51z+qx8U8tjjaP3wysNbQt9s/Tpifsi5A3j+SNojr2zLeP1xd6c4WMd8/J6bB0fnz4D+icagCUXjiP2myT/eSbuI/PtveFinb4j/z4eeH+kbkP5lWyi/3jOU/GSnHo6Gf5T9gxcywE7rmP3GBY14X5uc/PODZYI4M6D+r8OgPnyPoP5oVQQWguug/BcRkxWFz6T/6H2uWvabpP5sDZqTFPuo/FunZXTRr6j+0XMlPQX/qP2x09de4huo/2qUVwSGT6j9a8JY6lwTrP7nMJHRlpes/AzbGsMys6z9HDl/h1sTrP1YINaGF0Os/SgqNNVbt6z8HoolOwAjsPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[41]},\"full_hover\":[\"0.11\",\"0.11\",\"0.11\",\"0.17\",\"0.21\",\"0.21\",\"0.22\",\"0.24\",\"0.28\",\"0.37\",\"0.41\",\"0.43\",\"0.47\",\"0.47\",\"0.49\",\"0.53\",\"0.58\",\"0.58\",\"0.59\",\"0.63\",\"0.67\",\"0.68\",\"0.71\",\"0.75\",\"0.75\",\"0.75\",\"0.77\",\"0.80\",\"0.80\",\"0.82\",\"0.83\",\"0.83\",\"0.83\",\"0.83\",\"0.84\",\"0.86\",\"0.86\",\"0.87\",\"0.87\",\"0.87\",\"0.88\"],\"values_string\":[\"1\",\"2\",\"4\",\"6\",\"8\",\"10\",\"12\",\"14\",\"16\",\"18\",\"20\",\"22\",\"24\",\"26\",\"28\",\"30\",\"32\",\"34\",\"36\",\"38\",\"40\",\"42\",\"44\",\"46\",\"48\",\"50\",\"52\",\"54\",\"56\",\"58\",\"60\",\"62\",\"64\",\"66\",\"68\",\"70\",\"72\",\"74\",\"76\",\"78\",\"80\"]},\"selected\":{\"id\":\"4206\"},\"selection_policy\":{\"id\":\"4205\"}},\"id\":\"4062\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"white\"},\"hatch_alpha\":{\"value\":0.2},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":8},\"x\":{\"field\":\"values_string\"},\"y\":{\"field\":\"full\"}},\"id\":\"4184\",\"type\":\"Circle\"},{\"attributes\":{\"below\":[{\"id\":\"4074\"}],\"center\":[{\"id\":\"4077\"},{\"id\":\"4081\"}],\"height\":405,\"left\":[{\"id\":\"4078\"}],\"renderers\":[{\"id\":\"4106\"},{\"id\":\"4112\"}],\"title\":{\"id\":\"4064\"},\"toolbar\":{\"id\":\"4093\"},\"toolbar_location\":null,\"width\":485,\"x_range\":{\"id\":\"4066\"},\"x_scale\":{\"id\":\"4070\"},\"y_range\":{\"id\":\"4068\"},\"y_scale\":{\"id\":\"4072\"}},\"id\":\"4063\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4062\"},\"glyph\":{\"id\":\"4182\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4184\"},\"nonselection_glyph\":{\"id\":\"4183\"},\"selection_glyph\":{\"id\":\"4187\"},\"view\":{\"id\":\"4186\"}},\"id\":\"4185\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"green\",\"line_dash\":[6],\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4189\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"green\",\"line_dash\":[6],\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4191\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4188\"},\"glyph\":{\"id\":\"4189\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4191\"},\"nonselection_glyph\":{\"id\":\"4190\"},\"view\":{\"id\":\"4193\"}},\"id\":\"4192\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"green\",\"line_dash\":[6],\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4190\",\"type\":\"Line\"},{\"attributes\":{\"callback\":null,\"mode\":\"vline\",\"renderers\":[{\"id\":\"4217\"}],\"tooltips\":[[\"Q\\u00b2\",\"@cv_hover\"]]},\"id\":\"4222\",\"type\":\"HoverTool\"},{\"attributes\":{\"label\":{\"value\":\"Q\\u00b2\"},\"renderers\":[{\"id\":\"4192\"}]},\"id\":\"4212\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"4206\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.25,\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4103\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"4188\"}},\"id\":\"4193\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"syncable\":false,\"xs_units\":\"screen\",\"ys_units\":\"screen\"},\"id\":\"4092\",\"type\":\"PolyAnnotation\"},{\"attributes\":{},\"id\":\"4205\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"green\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4161\",\"type\":\"Line\"},{\"attributes\":{\"overlay\":{\"id\":\"4092\"}},\"id\":\"4088\",\"type\":\"LassoSelectTool\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"4090\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"line_color\":\"green\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4160\",\"type\":\"Line\"},{\"attributes\":{\"axis_label\":\"Q\\u00b2\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"4231\"},\"group\":null,\"major_label_policy\":{\"id\":\"4232\"},\"major_label_text_font_size\":\"8pt\",\"ticker\":{\"id\":\"4075\"}},\"id\":\"4074\",\"type\":\"LinearAxis\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"green\",\"hatch_alpha\":0.1,\"hatch_color\":\"green\",\"line_alpha\":0.1,\"line_color\":\"green\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4155\",\"type\":\"Patch\"},{\"attributes\":{\"overlay\":{\"id\":\"4090\"}},\"id\":\"4089\",\"type\":\"BoxSelectTool\"},{\"attributes\":{\"source\":{\"id\":\"4159\"}},\"id\":\"4164\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":[\"1\",\"2\",\"4\",\"6\",\"8\",\"10\",\"12\",\"14\",\"16\",\"18\",\"20\",\"22\",\"24\",\"26\",\"28\",\"30\",\"32\",\"34\",\"36\",\"38\",\"40\",\"42\",\"44\",\"46\",\"48\",\"50\",\"52\",\"54\",\"56\",\"58\",\"60\",\"62\",\"64\",\"66\",\"68\",\"70\",\"72\",\"74\",\"76\",\"78\",\"80\"],\"y\":{\"__ndarray__\":\"EBKOWLGiuz8Qgug2/i68P8hVOcR5wLw/dArLTbdMxj8YgYRfYX3KP/TG+e+YqMo/FKL53yNDzD9AeWw0HWLOP8QT5/0J6tE/5FsNGyh51z+qx8U8tjjaP3wysNbQt9s/Tpifsi5A3j+SNojr2zLeP1xd6c4WMd8/J6bB0fnz4D+icagCUXjiP2myT/eSbuI/PtveFinb4j/z4eeH+kbkP5lWyi/3jOU/GSnHo6Gf5T9gxcywE7rmP3GBY14X5uc/PODZYI4M6D+r8OgPnyPoP5oVQQWguug/BcRkxWFz6T/6H2uWvabpP5sDZqTFPuo/FunZXTRr6j+0XMlPQX/qP2x09de4huo/2qUVwSGT6j9a8JY6lwTrP7nMJHRlpes/AzbGsMys6z9HDl/h1sTrP1YINaGF0Os/SgqNNVbt6z8HoolOwAjsPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[41]}},\"selected\":{\"id\":\"4175\"},\"selection_policy\":{\"id\":\"4174\"}},\"id\":\"4159\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"axis\":{\"id\":\"4078\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"4081\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"4087\",\"type\":\"SaveTool\"},{\"attributes\":{\"overlay\":{\"id\":\"4091\"}},\"id\":\"4085\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"4086\",\"type\":\"ResetTool\"},{\"attributes\":{\"callback\":null},\"id\":\"4082\",\"type\":\"TapTool\"},{\"attributes\":{},\"id\":\"4079\",\"type\":\"BasicTicker\"},{\"attributes\":{\"axis_label\":\"| R\\u00b2-Q\\u00b2 |\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"4228\"},\"group\":null,\"major_label_policy\":{\"id\":\"4229\"},\"major_label_text_font_size\":\"8pt\",\"ticker\":{\"id\":\"4079\"}},\"id\":\"4078\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"4084\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"4075\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"4207\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"4208\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"4083\",\"type\":\"PanTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4105\",\"type\":\"Line\"},{\"attributes\":{\"tools\":[{\"id\":\"4082\"},{\"id\":\"4083\"},{\"id\":\"4084\"},{\"id\":\"4085\"},{\"id\":\"4086\"},{\"id\":\"4087\"},{\"id\":\"4088\"},{\"id\":\"4089\"},{\"id\":\"4115\"}]},\"id\":\"4093\",\"type\":\"Toolbar\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4062\"},\"glyph\":{\"id\":\"4109\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4111\"},\"nonselection_glyph\":{\"id\":\"4110\"},\"selection_glyph\":{\"id\":\"4114\"},\"view\":{\"id\":\"4113\"}},\"id\":\"4112\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"4167\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.1,\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4104\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"4102\"}},\"id\":\"4107\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"4168\",\"type\":\"AllLabels\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.4},\"fill_color\":{\"value\":\"green\"},\"hatch_alpha\":{\"value\":0.1},\"hatch_color\":{\"value\":\"green\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"white\"},\"size\":{\"value\":11},\"x\":{\"field\":\"cv\"},\"y\":{\"field\":\"diff\"}},\"id\":\"4110\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.7},\"fill_color\":{\"value\":\"green\"},\"hatch_alpha\":{\"value\":0.7},\"hatch_color\":{\"value\":\"green\"},\"line_alpha\":{\"value\":0.7},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":11},\"x\":{\"field\":\"cv\"},\"y\":{\"field\":\"diff\"}},\"id\":\"4109\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"renderers\":[{\"id\":\"4112\"}],\"tooltips\":[[\"Components\",\"@values_string\"],[\"R\\u00b2\",\"@full_hover\"],[\"Q\\u00b2\",\"@cv_hover\"],[\"| R\\u00b2-Q\\u00b2 |\",\"@diff_hover\"]]},\"id\":\"4115\",\"type\":\"HoverTool\"},{\"attributes\":{},\"id\":\"4170\",\"type\":\"CategoricalTickFormatter\"},{\"attributes\":{\"below\":[{\"id\":\"4128\"}],\"center\":[{\"id\":\"4130\"},{\"id\":\"4134\"},{\"id\":\"4179\"}],\"height\":405,\"left\":[{\"id\":\"4131\"}],\"renderers\":[{\"id\":\"4157\"},{\"id\":\"4163\"},{\"id\":\"4185\"},{\"id\":\"4192\"},{\"id\":\"4217\"}],\"title\":{\"id\":\"4118\"},\"toolbar\":{\"id\":\"4145\"},\"toolbar_location\":null,\"width\":485,\"x_range\":{\"id\":\"4120\"},\"x_scale\":{\"id\":\"4124\"},\"y_range\":{\"id\":\"4122\"},\"y_scale\":{\"id\":\"4126\"}},\"id\":\"4117\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"source\":{\"id\":\"4062\"}},\"id\":\"4113\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"green\"},\"hatch_alpha\":{\"value\":0.2},\"hatch_color\":{\"value\":\"green\"},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":11},\"x\":{\"field\":\"cv\"},\"y\":{\"field\":\"diff\"}},\"id\":\"4111\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"4171\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"4135\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"4122\",\"type\":\"DataRange1d\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"4143\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"fill_color\":{\"value\":\"white\"},\"line_color\":{\"value\":\"green\"},\"line_width\":{\"value\":2}},\"id\":\"4219\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"4126\",\"type\":\"LinearScale\"},{\"attributes\":{\"overlay\":{\"id\":\"4144\"}},\"id\":\"4140\",\"type\":\"LassoSelectTool\"},{\"attributes\":{\"fill_color\":{\"value\":\"white\"},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":8},\"x\":{\"field\":\"values_string\"},\"y\":{\"field\":\"cv\"}},\"id\":\"4214\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"4172\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"4138\",\"type\":\"ResetTool\"},{\"attributes\":{\"fill_color\":{\"value\":\"green\"},\"line_width\":{\"value\":2}},\"id\":\"4114\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"4062\"}},\"id\":\"4218\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"4173\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"white\"},\"hatch_alpha\":{\"value\":0.1},\"line_alpha\":{\"value\":0.4},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":8},\"x\":{\"field\":\"values_string\"},\"y\":{\"field\":\"cv\"}},\"id\":\"4215\",\"type\":\"Circle\"},{\"attributes\":{\"overlay\":{\"id\":\"4143\"}},\"id\":\"4137\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"callback\":null,\"mode\":\"vline\",\"renderers\":[{\"id\":\"4185\"}],\"tooltips\":[[\"R\\u00b2\",\"@full_hover\"]]},\"id\":\"4220\",\"type\":\"HoverTool\"},{\"attributes\":{},\"id\":\"4139\",\"type\":\"SaveTool\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"white\"},\"hatch_alpha\":{\"value\":0.2},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":8},\"x\":{\"field\":\"values_string\"},\"y\":{\"field\":\"cv\"}},\"id\":\"4216\",\"type\":\"Circle\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4062\"},\"glyph\":{\"id\":\"4214\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4216\"},\"nonselection_glyph\":{\"id\":\"4215\"},\"selection_glyph\":{\"id\":\"4219\"},\"view\":{\"id\":\"4218\"}},\"id\":\"4217\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"renderers\":[{\"id\":\"4185\"},{\"id\":\"4217\"}]},\"id\":\"4224\",\"type\":\"TapTool\"},{\"attributes\":{\"toolbar\":{\"id\":\"4261\"},\"toolbar_location\":\"above\"},\"id\":\"4262\",\"type\":\"ToolbarBox\"},{\"attributes\":{\"children\":[[{\"id\":\"4063\"},0,0],[{\"id\":\"4117\"},0,1]]},\"id\":\"4260\",\"type\":\"GridBox\"},{\"attributes\":{\"tools\":[{\"id\":\"4135\"},{\"id\":\"4136\"},{\"id\":\"4137\"},{\"id\":\"4138\"},{\"id\":\"4139\"},{\"id\":\"4140\"},{\"id\":\"4141\"},{\"id\":\"4220\"},{\"id\":\"4222\"},{\"id\":\"4224\"}]},\"id\":\"4145\",\"type\":\"Toolbar\"},{\"attributes\":{\"align\":\"center\",\"coordinates\":null,\"group\":null,\"text\":\"| R\\u00b2-Q\\u00b2 | vs. Q\\u00b2\",\"text_font_size\":\"12pt\"},\"id\":\"4064\",\"type\":\"Title\"},{\"attributes\":{\"toolbars\":[{\"id\":\"4093\"},{\"id\":\"4145\"}],\"tools\":[{\"id\":\"4082\"},{\"id\":\"4083\"},{\"id\":\"4084\"},{\"id\":\"4085\"},{\"id\":\"4086\"},{\"id\":\"4087\"},{\"id\":\"4088\"},{\"id\":\"4089\"},{\"id\":\"4115\"},{\"id\":\"4135\"},{\"id\":\"4136\"},{\"id\":\"4137\"},{\"id\":\"4138\"},{\"id\":\"4139\"},{\"id\":\"4140\"},{\"id\":\"4141\"},{\"id\":\"4220\"},{\"id\":\"4222\"},{\"id\":\"4224\"}]},\"id\":\"4261\",\"type\":\"ProxyToolbar\"},{\"attributes\":{\"overlay\":{\"id\":\"4142\"}},\"id\":\"4141\",\"type\":\"BoxSelectTool\"},{\"attributes\":{},\"id\":\"4132\",\"type\":\"BasicTicker\"},{\"attributes\":{\"axis\":{\"id\":\"4131\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"4134\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"4174\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"axis_label\":\"R\\u00b2 & Q\\u00b2\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"4167\"},\"group\":null,\"major_label_policy\":{\"id\":\"4168\"},\"major_label_text_font_size\":\"8pt\",\"ticker\":{\"id\":\"4132\"}},\"id\":\"4131\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"4136\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"4175\",\"type\":\"Selection\"},{\"attributes\":{\"axis_label\":\"Components\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"4170\"},\"group\":null,\"major_label_orientation\":1.5707963267948966,\"major_label_policy\":{\"id\":\"4171\"},\"major_label_text_font_size\":\"8pt\",\"ticker\":{\"id\":\"4129\"}},\"id\":\"4128\",\"type\":\"CategoricalAxis\"},{\"attributes\":{},\"id\":\"4124\",\"type\":\"CategoricalScale\"},{\"attributes\":{\"factors\":[\"1\",\"2\",\"4\",\"6\",\"8\",\"10\",\"12\",\"14\",\"16\",\"18\",\"20\",\"22\",\"24\",\"26\",\"28\",\"30\",\"32\",\"34\",\"36\",\"38\",\"40\",\"42\",\"44\",\"46\",\"48\",\"50\",\"52\",\"54\",\"56\",\"58\",\"60\",\"62\",\"64\",\"66\",\"68\",\"70\",\"72\",\"74\",\"76\",\"78\",\"80\"]},\"id\":\"4120\",\"type\":\"FactorRange\"},{\"attributes\":{\"align\":\"center\",\"coordinates\":null,\"group\":null,\"text\":\"R\\u00b2 & Q\\u00b2 over no. of Components\",\"text_font_size\":\"12pt\"},\"id\":\"4118\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"4129\",\"type\":\"CategoricalTicker\"},{\"attributes\":{\"axis\":{\"id\":\"4128\"},\"coordinates\":null,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"4130\",\"type\":\"Grid\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"4142\",\"type\":\"BoxAnnotation\"}],\"root_ids\":[\"4263\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n",
+ " const render_items = [{\"docid\":\"b387ab00-4ea2-4fc5-a45d-e9f43392ee4b\",\"root_ids\":[\"4263\"],\"roots\":{\"4263\":\"0d119c60-cc53-415f-a99b-af6cab54fd6d\"}}];\n",
" root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
" }\n",
" if (root.Bokeh !== undefined) {\n",
@@ -746,7 +732,7 @@
},
"metadata": {
"application/vnd.bokehjs_exec.v0+json": {
- "id": "1585"
+ "id": "4263"
}
}
}
@@ -784,9 +770,9 @@
"height": 823
},
"id": "HAwOKGMANDPp",
- "outputId": "54d3ed67-73e1-4f37-d612-00f214a78c71"
+ "outputId": "d21232fc-e20a-4fcd-c186-1f750507c8f8"
},
- "execution_count": 6,
+ "execution_count": 17,
"outputs": [
{
"output_type": "stream",
@@ -1105,7 +1091,7 @@
"data": {
"text/html": [
"\n",
- " <div class=\"bk-root\" id=\"2180ac60-8ba8-4fec-b998-791459a1d291\" data-root-id=\"2155\"></div>\n"
+ " <div class=\"bk-root\" id=\"dfce5811-4124-4c2f-b215-a47a1abafb5a\" data-root-id=\"5017\"></div>\n"
]
},
"metadata": {}
@@ -1116,8 +1102,8 @@
"application/javascript": [
"(function(root) {\n",
" function embed_document(root) {\n",
- " const docs_json = {\"5349c813-0199-4acf-8ef3-602860cfdfca\":{\"defs\":[],\"roots\":{\"references\":[{\"attributes\":{\"children\":[{\"id\":\"2153\"},{\"id\":\"2154\"}]},\"id\":\"2155\",\"type\":\"Column\"},{\"attributes\":{},\"id\":\"1844\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"2052\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[120]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[120]}},\"selected\":{\"id\":\"1966\"},\"selection_policy\":{\"id\":\"1965\"}},\"id\":\"1916\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1922\"},\"glyph\":{\"id\":\"1923\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1925\"},\"nonselection_glyph\":{\"id\":\"1924\"},\"view\":{\"id\":\"1927\"}},\"id\":\"1926\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1845\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"2053\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2240\",\"type\":\"StringFormatter\"},{\"attributes\":{\"data\":{\"color\":[\"#fcaeae\",\"#aed3f9\",\"#FFCCCC\",\"#CCE5FF\"],\"group_name\":[\"Test (0)\",\"Test (1)\",\"Train (0)\",\"Train (1)\"],\"label\":[\"0\",\"1\",\"0\",\"1\"],\"lower\":{\"__ndarray__\":\"Dcj2jdNM5T5gxPqstBtQPygJhC9eSzs/2OF8W5zj0D8=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4]},\"q1\":{\"__ndarray__\":\"QHA+/CwumT+vrfhM+fHYP+3jBQopqoo/BEALn2BB5j8=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4]},\"q2\":{\"__ndarray__\":\"KjU3ZZsRwz9cSm3F+hnoP3oDJt/MNK0/EI0jjWYE7T8=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4]},\"q3\":{\"__ndarray__\":\"HdBM++Bg1z/+vOREtpjuP6N/yBltgck/FMqT6mx27z8=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4]},\"upper\":{\"__ndarray__\":\"4hZNHu8K7D85W7bHxfnvP9xYwnPOod4/fIgLogv/7z8=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4]}},\"selected\":{\"id\":\"1974\"},\"selection_policy\":{\"id\":\"1973\"}},\"id\":\"1882\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2072\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1847\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.2,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.2,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1925\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"1971\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1848\",\"type\":\"AllLabels\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.2,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.2,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1919\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"1972\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1916\"},\"glyph\":{\"id\":\"1917\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1919\"},\"nonselection_glyph\":{\"id\":\"1918\"},\"view\":{\"id\":\"1921\"}},\"id\":\"1920\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.8,\"line_dash\":[6],\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1830\",\"type\":\"Line\"},{\"attributes\":{\"fill_alpha\":0.3,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.3,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.3,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1917\",\"type\":\"Patch\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1928\"},\"glyph\":{\"id\":\"1929\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1931\"},\"nonselection_glyph\":{\"id\":\"1930\"},\"view\":{\"id\":\"1933\"}},\"id\":\"1932\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1916\"}},\"id\":\"1921\",\"type\":\"CDSView\"},{\"attributes\":{\"end\":1.7114326377730325,\"start\":-0.6728898453337465},\"id\":\"2009\",\"type\":\"Range1d\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.1,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.1,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1918\",\"type\":\"Patch\"},{\"attributes\":{\"end\":3.705472354426469},\"id\":\"2011\",\"type\":\"Range1d\"},{\"attributes\":{\"data\":{\"x\":[0,1],\"y\":[0,1]},\"selected\":{\"id\":\"1850\"},\"selection_policy\":{\"id\":\"1849\"}},\"id\":\"1829\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2241\",\"type\":\"StringEditor\"},{\"attributes\":{},\"id\":\"1849\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":0.3,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.3,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.3,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1929\",\"type\":\"Patch\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.1,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.1,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1924\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"2242\",\"type\":\"StringFormatter\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[120]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[120]}},\"selected\":{\"id\":\"1970\"},\"selection_policy\":{\"id\":\"1969\"}},\"id\":\"1928\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1850\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.2,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.2,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1931\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"2243\",\"type\":\"StringEditor\"},{\"attributes\":{},\"id\":\"2051\",\"type\":\"AllLabels\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[120]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[120]}},\"selected\":{\"id\":\"1972\"},\"selection_policy\":{\"id\":\"1971\"}},\"id\":\"1934\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":0.3,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.3,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.3,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1935\",\"type\":\"Patch\"},{\"attributes\":{\"fill_alpha\":0.16,\"fill_color\":\"red\",\"hatch_alpha\":0.16,\"hatch_color\":\"red\",\"line_alpha\":0.16,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2040\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"2244\",\"type\":\"StringFormatter\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.1,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.1,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1930\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"1819\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"1815\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"1973\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1922\"}},\"id\":\"1927\",\"type\":\"CDSView\"},{\"attributes\":{\"axis\":{\"id\":\"1811\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"1814\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"2245\",\"type\":\"StringEditor\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1934\"},\"glyph\":{\"id\":\"1935\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1937\"},\"nonselection_glyph\":{\"id\":\"1936\"},\"view\":{\"id\":\"1939\"}},\"id\":\"1938\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.2,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.2,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1937\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"2246\",\"type\":\"StringFormatter\"},{\"attributes\":{},\"id\":\"1974\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1882\"},\"glyph\":{\"id\":\"1941\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1943\"},\"nonselection_glyph\":{\"id\":\"1942\"},\"view\":{\"id\":\"1945\"}},\"id\":\"1944\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"red\",\"hatch_alpha\":0.1,\"hatch_color\":\"red\",\"line_alpha\":0.1,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2041\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"2247\",\"type\":\"StringEditor\"},{\"attributes\":{},\"id\":\"2073\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.1,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.1,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1936\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"2248\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1928\"}},\"id\":\"1933\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1851\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2249\",\"type\":\"Selection\"},{\"attributes\":{\"tools\":[{\"id\":\"2025\"},{\"id\":\"2026\"},{\"id\":\"2027\"},{\"id\":\"2028\"},{\"id\":\"2029\"},{\"id\":\"2030\"}]},\"id\":\"2032\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"1852\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1882\"}},\"id\":\"1945\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":{\"value\":0.1},\"x0\":{\"field\":\"group_name\"},\"x1\":{\"field\":\"group_name\"},\"y0\":{\"field\":\"lower\"},\"y1\":{\"field\":\"q1\"}},\"id\":\"1948\",\"type\":\"Segment\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"red\",\"hatch_alpha\":0.2,\"hatch_color\":\"red\",\"line_alpha\":0.2,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2042\",\"type\":\"Patch\"},{\"attributes\":{\"x0\":{\"field\":\"group_name\"},\"x1\":{\"field\":\"group_name\"},\"y0\":{\"field\":\"lower\"},\"y1\":{\"field\":\"q1\"}},\"id\":\"1947\",\"type\":\"Segment\"},{\"attributes\":{\"source\":{\"id\":\"2039\"}},\"id\":\"2044\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2114\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1934\"}},\"id\":\"1939\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]}},\"selected\":{\"id\":\"2053\"},\"selection_policy\":{\"id\":\"2052\"}},\"id\":\"2039\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":{\"value\":0.1},\"x0\":{\"field\":\"group_name\"},\"x1\":{\"field\":\"group_name\"},\"y0\":{\"field\":\"upper\"},\"y1\":{\"field\":\"q3\"}},\"id\":\"1942\",\"type\":\"Segment\"},{\"attributes\":{},\"id\":\"2115\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":{\"value\":0.2},\"x0\":{\"field\":\"group_name\"},\"x1\":{\"field\":\"group_name\"},\"y0\":{\"field\":\"upper\"},\"y1\":{\"field\":\"q3\"}},\"id\":\"1943\",\"type\":\"Segment\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Groups: 0 (Red) & 0 (Blue)\",\"text_font_size\":\"10pt\"},\"id\":\"1885\",\"type\":\"Title\"},{\"attributes\":{\"line_alpha\":0.1,\"line_dash\":[6],\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1831\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2018\",\"type\":\"BasicTicker\"},{\"attributes\":{\"below\":[{\"id\":\"2017\"}],\"center\":[{\"id\":\"2020\"},{\"id\":\"2024\"},{\"id\":\"2055\"}],\"height\":315,\"left\":[{\"id\":\"2021\"}],\"min_border_bottom\":20,\"min_border_left\":20,\"min_border_right\":20,\"min_border_top\":20,\"renderers\":[{\"id\":\"2043\"},{\"id\":\"2061\"},{\"id\":\"2080\"},{\"id\":\"2086\"}],\"title\":{\"id\":\"2007\"},\"toolbar\":{\"id\":\"2032\"},\"toolbar_location\":null,\"width\":320,\"x_range\":{\"id\":\"2009\"},\"x_scale\":{\"id\":\"2013\"},\"y_range\":{\"id\":\"2011\"},\"y_scale\":{\"id\":\"2015\"}},\"id\":\"2006\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"bottom\":{\"field\":\"q3\"},\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"field\":\"color\"},\"hatch_alpha\":{\"value\":0.2},\"line_alpha\":{\"value\":0.2},\"top\":{\"field\":\"q2\"},\"width\":{\"value\":0.1},\"x\":{\"field\":\"group_name\"}},\"id\":\"1955\",\"type\":\"VBar\"},{\"attributes\":{\"label\":{\"value\":\"0\"},\"renderers\":[{\"id\":\"2043\"}]},\"id\":\"2056\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1882\"},\"glyph\":{\"id\":\"1947\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1949\"},\"nonselection_glyph\":{\"id\":\"1948\"},\"view\":{\"id\":\"1951\"}},\"id\":\"1950\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"1855\"},{\"id\":\"1879\"}],\"location\":\"bottom_right\",\"visible\":true},\"id\":\"1854\",\"type\":\"Legend\"},{\"attributes\":{\"data\":{\"outidx\":[215,229,230,51,60,84,86,117,124,151,155,111],\"outx\":[\"Test (0)\",\"Test (0)\",\"Test (0)\",\"Train (0)\",\"Train (0)\",\"Train (0)\",\"Train (0)\",\"Train (0)\",\"Train (0)\",\"Train (0)\",\"Train (0)\",\"Train (1)\"],\"outy\":[0.9588172734324573,0.9777375165700576,0.9389792300680048,0.7142188871166577,0.5886604687666418,0.7750496208370234,0.6331101467418938,0.5277728478004133,0.48736662039781786,0.6299788123390823,0.8207421166916771,0.09993215065249253]},\"selected\":{\"id\":\"2115\"},\"selection_policy\":{\"id\":\"2114\"}},\"id\":\"1883\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1882\"}},\"id\":\"1951\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Groups: 0 (Red) & 1 (Blue)\",\"text_font_size\":\"10pt\"},\"id\":\"2007\",\"type\":\"Title\"},{\"attributes\":{\"line_alpha\":{\"value\":0.2},\"x0\":{\"field\":\"group_name\"},\"x1\":{\"field\":\"group_name\"},\"y0\":{\"field\":\"lower\"},\"y1\":{\"field\":\"q1\"}},\"id\":\"1949\",\"type\":\"Segment\"},{\"attributes\":{},\"id\":\"2013\",\"type\":\"LinearScale\"},{\"attributes\":{\"bottom\":{\"field\":\"q3\"},\"fill_alpha\":{\"value\":0.8},\"fill_color\":{\"field\":\"color\"},\"hatch_alpha\":{\"value\":0.8},\"line_alpha\":{\"value\":0.8},\"top\":{\"field\":\"q2\"},\"width\":{\"value\":0.1},\"x\":{\"field\":\"group_name\"}},\"id\":\"1953\",\"type\":\"VBar\"},{\"attributes\":{\"axis_label\":\"p.d.f.\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"2047\"},\"group\":null,\"major_label_policy\":{\"id\":\"2048\"},\"ticker\":{\"id\":\"2022\"}},\"id\":\"2021\",\"type\":\"LinearAxis\"},{\"attributes\":{\"label\":{\"field\":\"label\"},\"renderers\":[{\"id\":\"1956\"}]},\"id\":\"1977\",\"type\":\"LegendItem\"},{\"attributes\":{\"fill_alpha\":0.16,\"fill_color\":\"blue\",\"hatch_alpha\":0.16,\"hatch_color\":\"blue\",\"line_alpha\":0.16,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2058\",\"type\":\"Patch\"},{\"attributes\":{\"bottom\":{\"field\":\"q3\"},\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"field\":\"color\"},\"hatch_alpha\":{\"value\":0.1},\"line_alpha\":{\"value\":0.1},\"top\":{\"field\":\"q2\"},\"width\":{\"value\":0.1},\"x\":{\"field\":\"group_name\"}},\"id\":\"1954\",\"type\":\"VBar\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"blue\",\"hatch_alpha\":0.2,\"hatch_color\":\"blue\",\"line_alpha\":0.2,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2060\",\"type\":\"Patch\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1882\"},\"glyph\":{\"id\":\"1953\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1955\"},\"nonselection_glyph\":{\"id\":\"1954\"},\"view\":{\"id\":\"1957\"}},\"id\":\"1956\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"dRHCt8Dk+D92ZGNXw43gv3ZkY1fDjeC/Xhxqe7pr4L9F1HCfsUngvy2Md8OoJ+C/FUR+558F4L/59wkXLsffv8hnF18cg9+/mNckpwo/379nRzLv+Prevza3Pzfntt6/BidNf9Vy3r/VllrHwy7ev6UGaA+y6t2/dHZ1V6Cm3b9E5oKfjmLdvxNWkOd8Ht2/4sWdL2va3L+yNat3WZbcv4GluL9HUty/UBXGBzYO3L8ghdNPJMrbv+/04JcShtu/vmTu3wBC27+O1Psn7/3av15ECXDdudq/LbQWuMt12r/8IyQAujHav8yTMUio7dm/mwM/kJap2b9qc0zYhGXZvzrjWSBzIdm/CVNnaGHd2L/YwnSwT5nYv6gygvg9Vdi/eKKPQCwR2L9GEp2IGs3XvxaCqtAIide/5vG3GPdE17+1YcVg5QDXv4TR0qjTvNa/VEHg8MF41r8jse04sDTWv/Ig+4Ce8NW/wpAIyYys1b+RABYRe2jVv2BwI1lpJNW/MOAwoVfg1L8AUD7pRZzUv8+/SzE0WNS/ni9ZeSIU1L9un2bBENDTvz0PdAn/i9O/DH+BUe1H07/c7o6Z2wPTv6tenOHJv9K/es6pKbh70r9KPrdxpjfSvxquxLmU89G/6B3SAYOv0b+4jd9JcWvRv4j97JFfJ9G/V2362U3j0L8m3QciPJ/Qv/ZMFWoqW9C/xbwishgX0L8oWWD0DabPv8g4e4TqHc+/ZhiWFMeVzr8G+LCkow3Ov6TXyzSAhc2/QrfmxFz9zL/ilgFVOXXMv4B2HOUV7cu/IFY3dfJky7++NVIFz9zKv1wVbZWrVMq//PSHJYjMyb+a1KK1ZETJvzi0vUVBvMi/2JPY1R00yL92c/Nl+qvHvxZTDvbWI8e/tDIphrObxr9SEkQWkBPGv/LxXqZsi8W/kNF5NkkDxb8wsZTGJXvEv86Qr1YC88O/bHDK5t5qw78MUOV2u+LCv6ovAAeYWsK/Sg8bl3TSwb/o7jUnUUrBv4bOULctwsC/Jq5rRwo6wL+IGw2vzWO/v8jaQs+GU76/BJp47z9Dvb9AWa4P+TK8v4AY5C+yIru/vNcZUGsSur/4lk9wJAK5vzhWhZDd8be/dBW7sJbhtr+01PDQT9G1v/CTJvEIwbS/LFNcEcKws79sEpIxe6Cyv6jRx1E0kLG/6JD9ce1/sL9IoGYkTd+uv8Ae0mS/vqy/QJ09pTGeqr+4G6nlo32ovziaFCYWXaa/sBiAZog8pL8ol+um+huiv1Arrs7Z9p+/QCiFT761m78wJVzQonSXvzAiM1GHM5O/QD4UpNfkjb9AOMKloGKFv4Bk4E7TwHm/ALB4pMp4Yb8AaM9UEZBgPwDAC6d2THk/QObXUXIohT9A7ClQqaqNPyD5PSdwFpM/QPxmpotXlz9A/48lp5ibP0ACuaTC2Z8/sALxEW8Noj8whIXR/C2kP7AFGpGKTqY/MIeuUBhvqD/ACEMQpo+qP0CK188zsKw/wAtsj8HQrj+oRoCnp3iwP2iHSofuiLE/KMgUZzWZsj/wCN9GfKmzP7BJqSbDubQ/cIpzBgrKtT8wyz3mUNq2P/gLCMaX6rc/uEzSpd76uD94jZyFJQu6P0DOZmVsG7s/AA8xRbMrvD/AT/sk+ju9P4iQxQRBTL4/SNGP5Idcvz8ECS1iZzbAP2gpEtKKvsA/yEn3Qa5GwT8oatyx0c7BP4iKwSH1VsI/7KqmkRjfwj9My4sBPGfDP6zrcHFf78M/EAxW4YJ3xD9wLDtRpv/EP9BMIMHJh8U/NG0FMe0Pxj+UjeqgEJjGP/StzxA0IMc/VM60gFeoxz+47pnwejDIPxgPf2CeuMg/eC9k0MFAyT/cT0lA5cjJPzxwLrAIUco/nJATICzZyj8AsfiPT2HLP2DR3f9y6cs/wPHCb5ZxzD8kEqjfufnMP4QyjU/dgc0/5FJyvwAKzj9Ec1cvJJLOP6iTPJ9HGs8/CLQhD2uizz80aoM/RxXQP2b6dfdYWdA/lopor2qd0D/GGltnfOHQP/iqTR+OJdE/KDtA159p0T9YyzKPsa3RP4hbJUfD8dE/uusX/9Q10j/qewq35nnSPxoM/W74vdI/TJzvJgoC0z98LOLeG0bTP6y81JYtitM/3kzHTj/O0z8O3bkGURLUPz5trL5iVtQ/cP2ednSa1D+gjZEuht7UP9AdhOaXItU/AK52nqlm1T8yPmlWu6rVP2LOWw7N7tU/kl5Oxt4y1j/E7kB+8HbWP/R+MzYCu9Y/JA8m7hP/1j9WnximJUPXP4YvC143h9c/tr/9FUnL1z/oT/DNWg/YPxjg4oVsU9g/SHDVPX6X2D94AMj1j9vYP6qQuq2hH9k/2iCtZbNj2T8KsZ8dxafZPzxBktXW69k/bNGEjegv2j+cYXdF+nPaP87xaf0LuNo//oFctR382j8uEk9tL0DbP16iQSVBhNs/kDI03VLI2z/AwiaVZAzcP/BSGU12UNw/IuMLBYiU3D9Sc/68mdjcP4ID8XSrHN0/tJPjLL1g3T/kI9bkzqTdPxS0yJzg6N0/RkS7VPIs3j921K0MBHHeP6ZkoMQVtd4/2PSSfCf53j8IhYU0OT3fPzgVeOxKgd8/aKVqpFzF3z/Mmi4utwTgP+TiJwrAJuA//ioh5shI4D8WcxrC0WrgPy67E57ajOA/RgMNeuOu4D9eSwZW7NDgP3aT/zH18uA/kNv4Df4U4T+oI/LpBjfhP8Br68UPWeE/2LPkoRh74T/w+919IZ3hPwhE11kqv+E/IIzQNTPh4T861MkRPAPiP1Icw+1EJeI/amS8yU1H4j+CrLWlVmniP5r0roFfi+I/sjyoXWit4j/MhKE5cc/iP+TMmhV68eI//BSU8YIT4z8UXY3NizXjPyylhqmUV+M/RO1/hZ154z9cNXlhppvjP3Z9cj2vveM/jsVrGbjf4z+mDWX1wAHkP75VXtHJI+Q/1p1XrdJF5D/u5VCJ22fkPwguSmXkieQ/IHZDQe2r5D84vjwd9s3kP1AGNvn+7+Q/aE4v1QcS5T+AliixEDTlP5jeIY0ZVuU/siYbaSJ45T/KbhRFK5rlP+K2DSE0vOU/+v4G/Tze5T8SRwDZRQDmPyqP+bROIuY/QtfykFdE5j9cH+xsYGbmP3Rn5UhpiOY/jK/eJHKq5j+k99cAe8zmP7w/0dyD7uY/1IfKuIwQ5z/uz8OUlTLnPwYYvXCeVOc/HmC2TKd25z82qK8osJjnP07wqAS5uuc/Zjii4MHc5z9+gJu8yv7nP5jIlJjTIOg/sBCOdNxC6D/IWIdQ5WToP+CggCzuhug/+Oh5CPeo6D8QMXPk/8roPyp5bMAI7eg/QsFlnBEP6T9aCV94GjHpP3JRWFQjU+k/iplRMCx16T+i4UoMNZfpP7opROg9uek/1HE9xEbb6T/suTagT/3pPwQCMHxYH+o/HEopWGFB6j80kiI0amPqP0zaGxBzheo/ZiIV7Hun6j9+ag7IhMnqP5ayB6SN6+o/rvoAgJYN6z/GQvpbny/rP96K8zeoUes/9tLsE7Fz6z8QG+bvuZXrPyhj38vCt+s/QKvYp8vZ6z9Y89GD1PvrP3A7y1/dHew/iIPEO+Y/7D+gy70X72HsP7oTt/P3g+w/0luwzwCm7D/qo6mrCcjsPwLsoocS6uw/GjScYxsM7T8yfJU/JC7tP0zEjhstUO0/ZAyI9zVy7T98VIHTPpTtP5Sceq9Htu0/rORzi1DY7T/ELG1nWfrtP9x0ZkNiHO4/9rxfH2s+7j8OBVn7c2DuPyZNUtd8gu4/PpVLs4Wk7j9W3USPjsbuP24lPmuX6O4/iG03R6AK7z+gtTAjqSzvP7j9Kf+xTu8/0EUj27pw7z/ojRy3w5LvPwDWFZPMtO8/GB4Pb9XW7z8yZghL3vjvPyXXgJNzDfA/MXt9AXge8D89H3pvfC/wP0nDdt2AQPA/VWdzS4VR8D9iC3C5iWLwP26vbCeOc/A/elNplZKE8D+G92UDl5XwP5KbYnGbpvA/nj9f35+38D+q41tNpMjwP7eHWLuo2fA/wytVKa3q8D/Pz1GXsfvwP9tzTgW2DPE/5xdLc7od8T/zu0fhvi7xP/9fRE/DP/E/DARBvcdQ8T8YqD0rzGHxPyRMOpnQcvE/MPA2B9WD8T88lDN12ZTxP0g4MOPdpfE/VdwsUeK28T9hgCm/5sfxP20kJi3r2PE/ecgim+/p8T+FbB8J9PrxP5EQHHf4C/I/nbQY5fwc8j+qWBVTAS7yP7b8EcEFP/I/wqAOLwpQ8j/ORAudDmHyP9roBwsTcvI/5owEeReD8j/zMAHnG5TyP//U/VQgpfI/C3n6wiS28j8XHfcwKcfyPyPB854t2PI/L2XwDDLp8j87Ce16NvryP0it6eg6C/M/VFHmVj8c8z9g9eLEQy3zP2yZ3zJIPvM/eD3coExP8z+E4dgOUWDzP5GF1XxVcfM/nSnS6lmC8z+pzc5YXpPzP7Vxy8ZipPM/wRXINGe18z/NucSia8bzP9ldwRBw1/M/5gG+fnTo8z/ypbrsePnzP/5Jt1p9CvQ/Cu6zyIEb9D8WkrA2hiz0PyI2raSKPfQ/L9qpEo9O9D87fqaAk1/0P0cio+6XcPQ/U8afXJyB9D9fapzKoJL0P2sOmTilo/Q/d7KVpqm09D+EVpIUrsX0P5D6joKy1vQ/nJ6L8Lbn9D+oQoheu/j0P7TmhMy/CfU/wIqBOsQa9T/MLn6oyCv1P9nSehbNPPU/5XZ3hNFN9T/xGnTy1V71P/2+cGDab/U/CWNtzt6A9T8VB2o845H1PyKrZqrnovU/Lk9jGOyz9T8681+G8MT1P0aXXPT01fU/UjtZYvnm9T9e31XQ/ff1P2qDUj4CCfY/dydPrAYa9j+Dy0saCyv2P49vSIgPPPY/mxNF9hNN9j+nt0FkGF72P7NbPtIcb/Y/wP86QCGA9j/MozeuJZH2P9hHNBwqovY/5Oswii6z9j/wjy34MsT2P/wzKmY31fY/CNgm1Dvm9j8VfCNCQPf2PyEgILBECPc/LcQcHkkZ9z85aBmMTSr3P0UMFvpRO/c/UbASaFZM9z9eVA/WWl33P2r4C0Rfbvc/dpwIsmN/9z+CQAUgaJD3P47kAY5sofc/moj++3Cy9z+nLPtpdcP3P7PQ99d51Pc/v3T0RX7l9z/LGPGzgvb3P9e87SGHB/g/42Dqj4sY+D/vBOf9jyn4P/uo42uUOvg/B03g2ZhL+D8T8dxHnVz4Px+V2bWhbfg/LTnWI6Z++D853dKRqo/4P0WBz/+uoPg/USXMbbOx+D9dycjbt8L4P2ltxUm80/g/dRHCt8Dk+D8=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]}},\"selected\":{\"id\":\"2073\"},\"selection_policy\":{\"id\":\"2072\"}},\"id\":\"2057\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2057\"},\"glyph\":{\"id\":\"2058\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2060\"},\"nonselection_glyph\":{\"id\":\"2059\"},\"view\":{\"id\":\"2062\"}},\"id\":\"2061\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"2057\"}},\"id\":\"2062\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":0.3,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.3,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.3,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1923\",\"type\":\"Patch\"},{\"attributes\":{\"source\":{\"id\":\"1829\"}},\"id\":\"1834\",\"type\":\"CDSView\"},{\"attributes\":{\"factors\":[\"Train (0)\",\"Test (0)\",\"Train (1)\",\"Test (1)\"]},\"id\":\"1887\",\"type\":\"FactorRange\"},{\"attributes\":{\"source\":{\"id\":\"1882\"}},\"id\":\"1957\",\"type\":\"CDSView\"},{\"attributes\":{\"below\":[{\"id\":\"1895\"}],\"center\":[{\"id\":\"1897\"},{\"id\":\"1901\"},{\"id\":\"1976\"}],\"height\":315,\"left\":[{\"id\":\"1898\"}],\"min_border_bottom\":20,\"min_border_left\":20,\"min_border_right\":20,\"min_border_top\":20,\"renderers\":[{\"id\":\"1920\"},{\"id\":\"1926\"},{\"id\":\"1932\"},{\"id\":\"1938\"},{\"id\":\"1944\"},{\"id\":\"1950\"},{\"id\":\"1956\"},{\"id\":\"1982\"},{\"id\":\"1988\"},{\"id\":\"1994\"},{\"id\":\"2000\"}],\"title\":{\"id\":\"1885\"},\"toolbar\":{\"id\":\"1909\"},\"toolbar_location\":null,\"width\":320,\"x_range\":{\"id\":\"1887\"},\"x_scale\":{\"id\":\"1891\"},\"y_range\":{\"id\":\"1889\"},\"y_scale\":{\"id\":\"1893\"}},\"id\":\"1884\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"blue\",\"hatch_alpha\":0.1,\"hatch_color\":\"blue\",\"line_alpha\":0.1,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2059\",\"type\":\"Patch\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"1977\"}],\"visible\":false},\"id\":\"1976\",\"type\":\"Legend\"},{\"attributes\":{\"x0\":{\"field\":\"group_name\"},\"x1\":{\"field\":\"group_name\"},\"y0\":{\"field\":\"upper\"},\"y1\":{\"field\":\"q3\"}},\"id\":\"1941\",\"type\":\"Segment\"},{\"attributes\":{\"label\":{\"value\":\"1\"},\"renderers\":[{\"id\":\"2061\"}]},\"id\":\"2075\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"2030\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"2026\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1829\"},\"glyph\":{\"id\":\"1830\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1832\"},\"nonselection_glyph\":{\"id\":\"1831\"},\"view\":{\"id\":\"1834\"}},\"id\":\"1833\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"axis_label\":\"Sensitivity\",\"coordinates\":null,\"formatter\":{\"id\":\"1844\"},\"group\":null,\"major_label_policy\":{\"id\":\"1845\"},\"ticker\":{\"id\":\"1812\"}},\"id\":\"1811\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.2,\"line_dash\":[6],\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1832\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.7,\"line_color\":\"green\",\"line_width\":2.5,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1837\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2025\",\"type\":\"PanTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"green\",\"line_width\":2.5,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1839\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2028\",\"type\":\"SaveTool\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"blue\",\"hatch_alpha\":0.1,\"hatch_color\":\"blue\",\"line_alpha\":0.1,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2084\",\"type\":\"Patch\"},{\"attributes\":{\"source\":{\"id\":\"2082\"}},\"id\":\"2087\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2022\",\"type\":\"BasicTicker\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"2031\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2039\"},\"glyph\":{\"id\":\"2040\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2042\"},\"nonselection_glyph\":{\"id\":\"2041\"},\"view\":{\"id\":\"2044\"}},\"id\":\"2043\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":0.16,\"fill_color\":\"red\",\"hatch_alpha\":0.16,\"hatch_color\":\"red\",\"line_alpha\":0.16,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2077\",\"type\":\"Patch\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"red\",\"hatch_alpha\":0.2,\"hatch_color\":\"red\",\"line_alpha\":0.2,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2079\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"2130\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]}},\"selected\":{\"id\":\"2130\"},\"selection_policy\":{\"id\":\"2129\"}},\"id\":\"2076\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"label\":{\"value\":\"Test\"},\"renderers\":[{\"id\":\"1863\"}]},\"id\":\"1879\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2076\"},\"glyph\":{\"id\":\"2077\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2079\"},\"nonselection_glyph\":{\"id\":\"2078\"},\"view\":{\"id\":\"2081\"}},\"id\":\"2080\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"axis\":{\"id\":\"2021\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"2024\",\"type\":\"Grid\"},{\"attributes\":{\"source\":{\"id\":\"2076\"}},\"id\":\"2081\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2029\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"1960\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"1821\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"fill_alpha\":0.16,\"fill_color\":\"blue\",\"hatch_alpha\":0.16,\"hatch_color\":\"blue\",\"line_alpha\":0.16,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2083\",\"type\":\"Patch\"},{\"attributes\":{\"callback\":null,\"renderers\":[{\"id\":\"1840\"}],\"tooltips\":[[\"Specificity\",\"@spec{1.111}\"],[\"Sensitivity\",\"@y{1.111} (+/- @ci{1.111})\"]]},\"id\":\"1856\",\"type\":\"HoverTool\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"red\",\"hatch_alpha\":0.1,\"hatch_color\":\"red\",\"line_alpha\":0.1,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2078\",\"type\":\"Patch\"},{\"attributes\":{\"tools\":[{\"id\":\"1815\"},{\"id\":\"1816\"},{\"id\":\"1817\"},{\"id\":\"1818\"},{\"id\":\"1819\"},{\"id\":\"1820\"},{\"id\":\"1856\"},{\"id\":\"1880\"}]},\"id\":\"1822\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"1961\",\"type\":\"AllLabels\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]}},\"selected\":{\"id\":\"2132\"},\"selection_policy\":{\"id\":\"2131\"}},\"id\":\"2082\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.7,\"line_color\":\"orange\",\"line_width\":2.5,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1860\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"spec\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"y\":{\"__ndarray__\":\"AAAAAAAAAAB2gynyWTfIP3aDKfJZN8g/doMp8lk3yD92gynyWTfIP3aDKfJZN8g/doMp8lk3yD92gynyWTfIP3aDKfJZN8g/doMp8lk3yD92gynyWTfIP3aDKfJZN8g/doMp8lk3yD92gynyWTfIP3aDKfJZN8g/doMp8lk3yD92gynyWTfIP3aDKfJZN8g/doMp8lk3yD92gynyWTfIP3aDKfJZN8g/doMp8lk3yD8q8lk3mCLPPyryWTeYIs8/KvJZN5gizz8q8lk3mCLPPyryWTeYIs8/KvJZN5gizz8q8lk3mCLPPyryWTeYIs8/KvJZN5gizz8q8lk3mCLPPyryWTeYIs8/KvJZN5gizz8q8lk3mCLPPyryWTeYIs8/KvJZN5gizz8q8lk3mCLPPyryWTeYIs8/KvJZN5gizz8q8lk3mCLPPyryWTeYIs8/KvJZN5gizz9vMEU+6wbTP28wRT7rBtM/bzBFPusG0z9vMEU+6wbTP28wRT7rBtM/bzBFPusG0z9vMEU+6wbTP28wRT7rBtM/bzBFPusG0z9vMEU+6wbTP28wRT7rBtM/bzBFPusG0z9vMEU+6wbTP28wRT7rBtM/bzBFPusG0z9vMEU+6wbTP28wRT7rBtM/bzBFPusG0z9vMEU+6wbTP28wRT7rBtM/bzBFPusG0z991g2myGfdP33WDabIZ90/fdYNpshn3T991g2myGfdP33WDabIZ90/fdYNpshn3T991g2myGfdP33WDabIZ90/fdYNpshn3T991g2myGfdP33WDabIZ90/fdYNpshn3T991g2myGfdP33WDabIZ90/fdYNpshn3T991g2myGfdP33WDabIZ90/fdYNpshn3T991g2myGfdP33WDabIZ90/fdYNpshn3T8q8lk3mCLfPyryWTeYIt8/KvJZN5gi3z8q8lk3mCLfPyryWTeYIt8/KvJZN5gi3z8q8lk3mCLfPyryWTeYIt8/KvJZN5gi3z8q8lk3mCLfPyryWTeYIt8/KvJZN5gi3z8q8lk3mCLfPyryWTeYIt8/KvJZN5gi3z8q8lk3mCLfPyryWTeYIt8/KvJZN5gi3z8q8lk3mCLfPyryWTeYIt8/KvJZN5gi3z9FPusGU+TjP0U+6wZT5OM/RT7rBlPk4z9FPusGU+TjP0U+6wZT5OM/RT7rBlPk4z9FPusGU+TjP0U+6wZT5OM/RT7rBlPk4z9FPusGU+TjP0U+6wZT5OM/RT7rBlPk4z9FPusGU+TjP0U+6wZT5OM/RT7rBlPk4z9FPusGU+TjP0U+6wZT5OM/RT7rBlPk4z9FPusGU+TjP0U+6wZT5OM/RT7rBlPk4z9FPusGU+TjP0U+6wZT5OM/RT7rBlPk4z9FPusGU+TjP0U+6wZT5OM/RT7rBlPk4z9FPusGU+TjP0U+6wZT5OM/RT7rBlPk4z9FPusGU+TjP0U+6wZT5OM/RT7rBlPk4z9FPusGU+TjP0U+6wZT5OM/RT7rBlPk4z9FPusGU+TjP0U+6wZT5OM/RT7rBlPk4z9FPusGU+TjP0U+6wZT5OM/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP591gynyWec/n3WDKfJZ5z+fdYMp8lnnP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/TJHPusEU6T8jn3WDKfLpPyOfdYMp8uk/I591gyny6T8jn3WDKfLpPyOfdYMp8uk/I591gyny6T8jn3WDKfLpPyOfdYMp8uk/I591gyny6T8jn3WDKfLpPyOfdYMp8uk/I591gyny6T8jn3WDKfLpPyOfdYMp8uk/I591gyny6T8jn3WDKfLpPyOfdYMp8uk/I591gyny6T8jn3WDKfLpPyOfdYMp8uk/I591gyny6T8jn3WDKfLpPyOfdYMp8uk/I591gyny6T8jn3WDKfLpPyOfdYMp8uk/I591gyny6T8jn3WDKfLpPyOfdYMp8uk/I591gyny6T8jn3WDKfLpPyOfdYMp8uk/I591gyny6T8jn3WDKfLpPyOfdYMp8uk/I591gyny6T8jn3WDKfLpPyOfdYMp8uk/I591gyny6T8jn3WDKfLpPyOfdYMp8uk/I591gyny6T/QusEU+azrP9C6wRT5rOs/0LrBFPms6z/QusEU+azrP9C6wRT5rOs/0LrBFPms6z/QusEU+azrP9C6wRT5rOs/0LrBFPms6z/QusEU+azrP9C6wRT5rOs/0LrBFPms6z/QusEU+azrP9C6wRT5rOs/0LrBFPms6z/QusEU+azrP9C6wRT5rOs/0LrBFPms6z/QusEU+azrP9C6wRT5rOs/0LrBFPms6z/QusEU+azrP9C6wRT5rOs/0LrBFPms6z/QusEU+azrP9C6wRT5rOs/0LrBFPms6z/QusEU+azrP9C6wRT5rOs/0LrBFPms6z/QusEU+azrP9C6wRT5rOs/0LrBFPms6z/QusEU+azrP9C6wRT5rOs/0LrBFPms6z/QusEU+azrP9C6wRT5rOs/0LrBFPms6z/QusEU+azrP9C6wRT5rOs/0LrBFPms6z/QusEU+azrP9C6wRT5rOs/0LrBFPms6z/QusEU+azrP9C6wRT5rOs/0LrBFPms6z/QusEU+azrP9C6wRT5rOs/0LrBFPms6z/QusEU+azrP9C6wRT5rOs/0LrBFPms6z/QusEU+azrP9C6wRT5rOs/0LrBFPms6z/QusEU+azrP9C6wRT5rOs/0LrBFPms6z/QusEU+azrP9C6wRT5rOs/0LrBFPms6z/QusEU+azrP9C6wRT5rOs/0LrBFPms6z/QusEU+azrP9C6wRT5rOs/0LrBFPms6z/QusEU+azrP9C6wRT5rOs/0LrBFPms6z/QusEU+azrP9C6wRT5rOs/0LrBFPms6z/QusEU+azrP9C6wRT5rOs/0LrBFPms6z/QusEU+azrP9C6wRT5rOs/0LrBFPms6z/QusEU+azrP9C6wRT5rOs/pshn3WCK7D+myGfdYIrsP6bIZ91giuw/pshn3WCK7D+myGfdYIrsP6bIZ91giuw/pshn3WCK7D+myGfdYIrsP6bIZ91giuw/pshn3WCK7D+myGfdYIrsP6bIZ91giuw/pshn3WCK7D+myGfdYIrsP6bIZ91giuw/pshn3WCK7D+myGfdYIrsP6bIZ91giuw/pshn3WCK7D+myGfdYIrsP6bIZ91giuw/pshn3WCK7D+myGfdYIrsP6bIZ91giuw/pshn3WCK7D+myGfdYIrsP6bIZ91giuw/pshn3WCK7D+myGfdYIrsP6bIZ91giuw/pshn3WCK7D+myGfdYIrsP6bIZ91giuw/pshn3WCK7D+myGfdYIrsP6bIZ91giuw/pshn3WCK7D+myGfdYIrsP6bIZ91giuw/pshn3WCK7D+myGfdYIrsP6bIZ91giuw/fdYNpshn7T991g2myGftP33WDabIZ+0/fdYNpshn7T991g2myGftP33WDabIZ+0/fdYNpshn7T991g2myGftP33WDabIZ+0/fdYNpshn7T991g2myGftP33WDabIZ+0/fdYNpshn7T991g2myGftP33WDabIZ+0/fdYNpshn7T991g2myGftP33WDabIZ+0/fdYNpshn7T991g2myGftP33WDabIZ+0/fdYNpshn7T991g2myGftP33WDabIZ+0/fdYNpshn7T991g2myGftP33WDabIZ+0/fdYNpshn7T991g2myGftP33WDabIZ+0/fdYNpshn7T991g2myGftP33WDabIZ+0/fdYNpshn7T991g2myGftP33WDabIZ+0/fdYNpshn7T991g2myGftP33WDabIZ+0/fdYNpshn7T991g2myGftP33WDabIZ+0/fdYNpshn7T991g2myGftP33WDabIZ+0/fdYNpshn7T991g2myGftP33WDabIZ+0/fdYNpshn7T991g2myGftP33WDabIZ+0/fdYNpshn7T991g2myGftP33WDabIZ+0/fdYNpshn7T991g2myGftP33WDabIZ+0/fdYNpshn7T991g2myGftP33WDabIZ+0/fdYNpshn7T991g2myGftP33WDabIZ+0/fdYNpshn7T991g2myGftP33WDabIZ+0/fdYNpshn7T991g2myGftP33WDabIZ+0/fdYNpshn7T991g2myGftP33WDabIZ+0/fdYNpshn7T991g2myGftP33WDabIZ+0/fdYNpshn7T991g2myGftP33WDabIZ+0/fdYNpshn7T991g2myGftP33WDabIZ+0/fdYNpshn7T991g2myGftP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]}},\"selected\":{\"id\":\"1877\"},\"selection_policy\":{\"id\":\"1876\"}},\"id\":\"1858\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2015\",\"type\":\"LinearScale\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"orange\",\"line_width\":2.5,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1862\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1963\",\"type\":\"CategoricalTickFormatter\"},{\"attributes\":{\"axis_label\":\"Predicted Score\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"2050\"},\"group\":null,\"major_label_policy\":{\"id\":\"2051\"},\"ticker\":{\"id\":\"2018\"}},\"id\":\"2017\",\"type\":\"LinearAxis\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"blue\",\"hatch_alpha\":0.2,\"hatch_color\":\"blue\",\"line_alpha\":0.2,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2085\",\"type\":\"Patch\"},{\"attributes\":{\"axis\":{\"id\":\"1807\"},\"coordinates\":null,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"1810\",\"type\":\"Grid\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2082\"},\"glyph\":{\"id\":\"2083\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2085\"},\"nonselection_glyph\":{\"id\":\"2084\"},\"view\":{\"id\":\"2087\"}},\"id\":\"2086\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1964\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"orange\",\"line_width\":2.5,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1861\",\"type\":\"Line\"},{\"attributes\":{\"end\":1.06,\"start\":-0.06},\"id\":\"1799\",\"type\":\"Range1d\"},{\"attributes\":{},\"id\":\"2048\",\"type\":\"AllLabels\"},{\"attributes\":{\"source\":{\"id\":\"1858\"}},\"id\":\"1864\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1858\"},\"glyph\":{\"id\":\"1860\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1862\"},\"nonselection_glyph\":{\"id\":\"1861\"},\"view\":{\"id\":\"1864\"}},\"id\":\"1863\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"editor\":{\"id\":\"2243\"},\"field\":\"manw_pval\",\"formatter\":{\"id\":\"2242\"},\"title\":\"ManW P-Value\"},\"id\":\"2089\",\"type\":\"TableColumn\"},{\"attributes\":{\"axis\":{\"id\":\"2017\"},\"coordinates\":null,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"2020\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"2131\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"editor\":{\"id\":\"2241\"},\"field\":\"evaluate\",\"formatter\":{\"id\":\"2240\"},\"title\":\"Evaluate\"},\"id\":\"2088\",\"type\":\"TableColumn\"},{\"attributes\":{\"end\":1.249852822408744,\"start\":-0.2499591889994594},\"id\":\"1889\",\"type\":\"Range1d\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"#1f77b4\"},\"hatch_alpha\":{\"value\":0.2},\"height\":{\"value\":0.001},\"line_alpha\":{\"value\":0.2},\"width\":{\"value\":0.05},\"x\":{\"field\":\"group_name\"},\"y\":{\"field\":\"lower\"}},\"id\":\"1987\",\"type\":\"Rect\"},{\"attributes\":{},\"id\":\"1876\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"axis_label\":\"Class\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"1963\"},\"group\":null,\"major_label_policy\":{\"id\":\"1964\"},\"ticker\":{\"id\":\"1896\"}},\"id\":\"1895\",\"type\":\"CategoricalAxis\"},{\"attributes\":{},\"id\":\"2132\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1893\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"1891\",\"type\":\"CategoricalScale\"},{\"attributes\":{},\"id\":\"1965\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1896\",\"type\":\"CategoricalTicker\"},{\"attributes\":{},\"id\":\"1877\",\"type\":\"Selection\"},{\"attributes\":{\"axis\":{\"id\":\"1895\"},\"coordinates\":null,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"1897\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1966\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1903\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"axis_label\":\"Predicted Score\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"1960\"},\"group\":null,\"major_label_policy\":{\"id\":\"1961\"},\"ticker\":{\"id\":\"1899\"}},\"id\":\"1898\",\"type\":\"LinearAxis\"},{\"attributes\":{\"axis\":{\"id\":\"1898\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"1901\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1899\",\"type\":\"BasicTicker\"},{\"attributes\":{\"data\":{\"ci\":{\"__ndarray__\":\"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                \",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"lowci\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"spec\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"uppci\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]}},\"selected\":{\"id\":\"1852\"},\"selection_policy\":{\"id\":\"1851\"}},\"id\":\"1835\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"axis_label\":\"1 - Specificity\",\"coordinates\":null,\"formatter\":{\"id\":\"1847\"},\"group\":null,\"major_label_policy\":{\"id\":\"1848\"},\"ticker\":{\"id\":\"1808\"}},\"id\":\"1807\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"1805\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"1907\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"1902\",\"type\":\"PanTool\"},{\"attributes\":{\"overlay\":{\"id\":\"1908\"}},\"id\":\"1904\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"1905\",\"type\":\"SaveTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1883\"},\"glyph\":{\"id\":\"1997\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1999\"},\"nonselection_glyph\":{\"id\":\"1998\"},\"view\":{\"id\":\"2001\"}},\"id\":\"2000\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"end\":1.06,\"start\":-0.06},\"id\":\"1801\",\"type\":\"Range1d\"},{\"attributes\":{},\"id\":\"1906\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"1818\",\"type\":\"SaveTool\"},{\"attributes\":{\"columns\":[{\"id\":\"2088\"},{\"id\":\"2089\"},{\"id\":\"2090\"},{\"id\":\"2091\"}],\"height\":90,\"source\":{\"id\":\"2092\"},\"view\":{\"id\":\"2095\"},\"width\":950},\"id\":\"2093\",\"type\":\"DataTable\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1882\"},\"glyph\":{\"id\":\"1979\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1981\"},\"nonselection_glyph\":{\"id\":\"1980\"},\"view\":{\"id\":\"1983\"}},\"id\":\"1982\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"editor\":{\"id\":\"2247\"},\"field\":\"auc\",\"formatter\":{\"id\":\"2246\"},\"title\":\"AUC\"},\"id\":\"2091\",\"type\":\"TableColumn\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"1908\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"bottom\":{\"field\":\"q2\"},\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"field\":\"color\"},\"hatch_alpha\":{\"value\":0.2},\"line_alpha\":{\"value\":0.2},\"top\":{\"field\":\"q1\"},\"width\":{\"value\":0.1},\"x\":{\"field\":\"group_name\"}},\"id\":\"1981\",\"type\":\"VBar\"},{\"attributes\":{\"bottom\":{\"field\":\"q2\"},\"fill_alpha\":{\"value\":0.8},\"fill_color\":{\"field\":\"color\"},\"hatch_alpha\":{\"value\":0.8},\"line_alpha\":{\"value\":0.8},\"top\":{\"field\":\"q1\"},\"width\":{\"value\":0.1},\"x\":{\"field\":\"group_name\"}},\"id\":\"1979\",\"type\":\"VBar\"},{\"attributes\":{\"toolbars\":[{\"id\":\"1909\"},{\"id\":\"2032\"},{\"id\":\"1822\"}],\"tools\":[{\"id\":\"1902\"},{\"id\":\"1903\"},{\"id\":\"1904\"},{\"id\":\"1905\"},{\"id\":\"1906\"},{\"id\":\"1907\"},{\"id\":\"2002\"},{\"id\":\"2004\"},{\"id\":\"2025\"},{\"id\":\"2026\"},{\"id\":\"2027\"},{\"id\":\"2028\"},{\"id\":\"2029\"},{\"id\":\"2030\"},{\"id\":\"1815\"},{\"id\":\"1816\"},{\"id\":\"1817\"},{\"id\":\"1818\"},{\"id\":\"1819\"},{\"id\":\"1820\"},{\"id\":\"1856\"},{\"id\":\"1880\"}]},\"id\":\"2151\",\"type\":\"ProxyToolbar\"},{\"attributes\":{\"source\":{\"id\":\"1835\"}},\"id\":\"1841\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1967\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"R2\":[[\"0.75\"],[\"0.28\"]],\"auc\":[[\"0.98\"],[\"0.82\"]],\"evaluate\":[[\"Train\"],[\"Test\"]],\"manw_pval\":[[\"1.86e-26\"],[\"4.07e-07\"]]},\"selected\":{\"id\":\"2249\"},\"selection_policy\":{\"id\":\"2248\"}},\"id\":\"2092\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"hatch_alpha\":{\"value\":0.1},\"height\":{\"value\":0.001},\"line_alpha\":{\"value\":0.1},\"width\":{\"value\":0.05},\"x\":{\"field\":\"group_name\"},\"y\":{\"field\":\"lower\"}},\"id\":\"1986\",\"type\":\"Rect\"},{\"attributes\":{\"editor\":{\"id\":\"2245\"},\"field\":\"R2\",\"formatter\":{\"id\":\"2244\"},\"title\":\"R\\u00b2\"},\"id\":\"2090\",\"type\":\"TableColumn\"},{\"attributes\":{\"children\":[[{\"id\":\"1884\"},0,0],[{\"id\":\"2006\"},0,1],[{\"id\":\"1796\"},0,2]]},\"id\":\"2150\",\"type\":\"GridBox\"},{\"attributes\":{\"bottom\":{\"field\":\"q2\"},\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"field\":\"color\"},\"hatch_alpha\":{\"value\":0.1},\"line_alpha\":{\"value\":0.1},\"top\":{\"field\":\"q1\"},\"width\":{\"value\":0.1},\"x\":{\"field\":\"group_name\"}},\"id\":\"1980\",\"type\":\"VBar\"},{\"attributes\":{},\"id\":\"1968\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"green\",\"line_width\":2.5,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1838\",\"type\":\"Line\"},{\"attributes\":{\"callback\":null,\"renderers\":[{\"id\":\"1944\"},{\"id\":\"1950\"},{\"id\":\"1956\"},{\"id\":\"1982\"}],\"tooltips\":[[\"Upper\",\"@upper{1.11}\"],[\"Q3\",\"@q3{1.11}\"],[\"Median\",\"@q2{1.11}\"],[\"Q1\",\"@q1{1.11}\"],[\"Lower\",\"@lower{1.11}\"]]},\"id\":\"2002\",\"type\":\"HoverTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1835\"},\"glyph\":{\"id\":\"1837\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1839\"},\"nonselection_glyph\":{\"id\":\"1838\"},\"view\":{\"id\":\"1841\"}},\"id\":\"1840\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"2092\"}},\"id\":\"2095\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_color\":{\"value\":\"#1f77b4\"},\"height\":{\"value\":0.001},\"width\":{\"value\":0.05},\"x\":{\"field\":\"group_name\"},\"y\":{\"field\":\"lower\"}},\"id\":\"1985\",\"type\":\"Rect\"},{\"attributes\":{\"children\":[{\"id\":\"2093\"}],\"height\":95,\"width\":950},\"id\":\"2096\",\"type\":\"WidgetBox\"},{\"attributes\":{\"source\":{\"id\":\"1882\"}},\"id\":\"1983\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Train\"},\"renderers\":[{\"id\":\"1840\"}]},\"id\":\"1855\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"2129\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"tools\":[{\"id\":\"1902\"},{\"id\":\"1903\"},{\"id\":\"1904\"},{\"id\":\"1905\"},{\"id\":\"1906\"},{\"id\":\"1907\"},{\"id\":\"2002\"},{\"id\":\"2004\"}]},\"id\":\"1909\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"1816\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"callback\":null,\"renderers\":[{\"id\":\"1863\"}],\"tooltips\":[[\"Specificity\",\"@spec{1.111}\"],[\"Sensitivity\",\"@y{1.111}\"]]},\"id\":\"1880\",\"type\":\"HoverTool\"},{\"attributes\":{\"source\":{\"id\":\"1882\"}},\"id\":\"1989\",\"type\":\"CDSView\"},{\"attributes\":{\"below\":[{\"id\":\"1807\"}],\"center\":[{\"id\":\"1810\"},{\"id\":\"1814\"},{\"id\":\"1854\"}],\"height\":315,\"left\":[{\"id\":\"1811\"}],\"renderers\":[{\"id\":\"1833\"},{\"id\":\"1840\"},{\"id\":\"1863\"}],\"title\":{\"id\":\"1797\"},\"toolbar\":{\"id\":\"1822\"},\"toolbar_location\":null,\"width\":320,\"x_range\":{\"id\":\"1799\"},\"x_scale\":{\"id\":\"1803\"},\"y_range\":{\"id\":\"1801\"},\"y_scale\":{\"id\":\"1805\"}},\"id\":\"1796\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"hatch_alpha\":{\"value\":0.1},\"height\":{\"value\":0.001},\"line_alpha\":{\"value\":0.1},\"width\":{\"value\":0.05},\"x\":{\"field\":\"group_name\"},\"y\":{\"field\":\"upper\"}},\"id\":\"1992\",\"type\":\"Rect\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1882\"},\"glyph\":{\"id\":\"1985\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1987\"},\"nonselection_glyph\":{\"id\":\"1986\"},\"view\":{\"id\":\"1989\"}},\"id\":\"1988\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"toolbar\":{\"id\":\"2151\"},\"toolbar_location\":\"above\"},\"id\":\"2152\",\"type\":\"ToolbarBox\"},{\"attributes\":{\"fill_color\":{\"value\":\"#1f77b4\"},\"height\":{\"value\":0.001},\"width\":{\"value\":0.05},\"x\":{\"field\":\"group_name\"},\"y\":{\"field\":\"upper\"}},\"id\":\"1991\",\"type\":\"Rect\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1882\"},\"glyph\":{\"id\":\"1991\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1993\"},\"nonselection_glyph\":{\"id\":\"1992\"},\"view\":{\"id\":\"1995\"}},\"id\":\"1994\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1803\",\"type\":\"LinearScale\"},{\"attributes\":{\"source\":{\"id\":\"1882\"}},\"id\":\"1995\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1808\",\"type\":\"BasicTicker\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"red\"},\"hatch_alpha\":{\"value\":0.1},\"hatch_color\":{\"value\":\"red\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"red\"},\"x\":{\"field\":\"outx\"},\"y\":{\"field\":\"outy\"}},\"id\":\"1998\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"#1f77b4\"},\"hatch_alpha\":{\"value\":0.2},\"height\":{\"value\":0.001},\"line_alpha\":{\"value\":0.2},\"width\":{\"value\":0.05},\"x\":{\"field\":\"group_name\"},\"y\":{\"field\":\"upper\"}},\"id\":\"1993\",\"type\":\"Rect\"},{\"attributes\":{},\"id\":\"1969\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"children\":[{\"id\":\"2152\"},{\"id\":\"2150\"}]},\"id\":\"2153\",\"type\":\"Column\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.4},\"fill_color\":{\"value\":\"red\"},\"hatch_color\":{\"value\":\"red\"},\"line_color\":{\"value\":\"red\"},\"x\":{\"field\":\"outx\"},\"y\":{\"field\":\"outy\"}},\"id\":\"1997\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1883\"}},\"id\":\"2001\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1820\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"1970\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2047\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[120]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[120]}},\"selected\":{\"id\":\"1968\"},\"selection_policy\":{\"id\":\"1967\"}},\"id\":\"1922\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"red\"},\"hatch_alpha\":{\"value\":0.2},\"hatch_color\":{\"value\":\"red\"},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"red\"},\"x\":{\"field\":\"outx\"},\"y\":{\"field\":\"outy\"}},\"id\":\"1999\",\"type\":\"Circle\"},{\"attributes\":{\"children\":[{\"id\":\"2096\"}]},\"id\":\"2154\",\"type\":\"Row\"},{\"attributes\":{\"callback\":null,\"renderers\":[{\"id\":\"2000\"}],\"tooltips\":[[\"Index\",\"@outidx\"],[\"Predicted Score\",\"@outy\"]]},\"id\":\"2004\",\"type\":\"HoverTool\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"2056\"},{\"id\":\"2075\"}],\"visible\":false},\"id\":\"2055\",\"type\":\"Legend\"},{\"attributes\":{},\"id\":\"1812\",\"type\":\"BasicTicker\"},{\"attributes\":{\"coordinates\":null,\"group\":null},\"id\":\"1797\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"2050\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"overlay\":{\"id\":\"2031\"}},\"id\":\"2027\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"overlay\":{\"id\":\"1821\"}},\"id\":\"1817\",\"type\":\"BoxZoomTool\"}],\"root_ids\":[\"2155\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n",
- " const render_items = [{\"docid\":\"5349c813-0199-4acf-8ef3-602860cfdfca\",\"root_ids\":[\"2155\"],\"roots\":{\"2155\":\"2180ac60-8ba8-4fec-b998-791459a1d291\"}}];\n",
+ " const docs_json = {\"d24bda71-dcf2-4a90-bce6-81cd59899351\":{\"defs\":[],\"roots\":{\"references\":[{\"attributes\":{\"children\":[{\"id\":\"5015\"},{\"id\":\"5016\"}]},\"id\":\"5017\",\"type\":\"Column\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[120]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[120]}},\"selected\":{\"id\":\"4834\"},\"selection_policy\":{\"id\":\"4833\"}},\"id\":\"4796\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"4691\"}},\"id\":\"4696\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":0.3,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.3,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.3,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4797\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"4706\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"4914\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"outidx\":[215,229,230,51,60,84,86,117,124,151,155,111],\"outx\":[\"Test (0)\",\"Test (0)\",\"Test (0)\",\"Train (0)\",\"Train (0)\",\"Train (0)\",\"Train (0)\",\"Train (0)\",\"Train (0)\",\"Train (0)\",\"Train (0)\",\"Train (1)\"],\"outy\":[0.9588172734324573,0.9777375165700576,0.9389792300680048,0.7142188871166577,0.5886604687666418,0.7750496208370234,0.6331101467418938,0.5277728478004133,0.48736662039781786,0.6299788123390823,0.8207421166916771,0.09993215065249253]},\"selected\":{\"id\":\"4977\"},\"selection_policy\":{\"id\":\"4976\"}},\"id\":\"4745\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.2,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.2,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4799\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"4707\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"4915\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"4680\",\"type\":\"SaveTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4744\"},\"glyph\":{\"id\":\"4803\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4805\"},\"nonselection_glyph\":{\"id\":\"4804\"},\"view\":{\"id\":\"4807\"}},\"id\":\"4806\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"label\":{\"field\":\"label\"},\"renderers\":[{\"id\":\"4818\"}]},\"id\":\"4839\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4901\"},\"glyph\":{\"id\":\"4902\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4904\"},\"nonselection_glyph\":{\"id\":\"4903\"},\"view\":{\"id\":\"4906\"}},\"id\":\"4905\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"4709\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"4875\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"4677\",\"type\":\"PanTool\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.1,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.1,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4792\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"4710\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"4681\",\"type\":\"ResetTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]}},\"selected\":{\"id\":\"4915\"},\"selection_policy\":{\"id\":\"4914\"}},\"id\":\"4901\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"4784\"}},\"id\":\"4789\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Train\"},\"renderers\":[{\"id\":\"4702\"}]},\"id\":\"4717\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"5288\",\"type\":\"StringFormatter\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4796\"},\"glyph\":{\"id\":\"4797\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4799\"},\"nonselection_glyph\":{\"id\":\"4798\"},\"view\":{\"id\":\"4801\"}},\"id\":\"4800\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"4835\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"below\":[{\"id\":\"4757\"}],\"center\":[{\"id\":\"4759\"},{\"id\":\"4763\"},{\"id\":\"4838\"}],\"height\":315,\"left\":[{\"id\":\"4760\"}],\"min_border_bottom\":20,\"min_border_left\":20,\"min_border_right\":20,\"min_border_top\":20,\"renderers\":[{\"id\":\"4782\"},{\"id\":\"4788\"},{\"id\":\"4794\"},{\"id\":\"4800\"},{\"id\":\"4806\"},{\"id\":\"4812\"},{\"id\":\"4818\"},{\"id\":\"4844\"},{\"id\":\"4850\"},{\"id\":\"4856\"},{\"id\":\"4862\"}],\"title\":{\"id\":\"4747\"},\"toolbar\":{\"id\":\"4771\"},\"toolbar_location\":null,\"width\":320,\"x_range\":{\"id\":\"4749\"},\"x_scale\":{\"id\":\"4753\"},\"y_range\":{\"id\":\"4751\"},\"y_scale\":{\"id\":\"4755\"}},\"id\":\"4746\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"4839\"}],\"visible\":false},\"id\":\"4838\",\"type\":\"Legend\"},{\"attributes\":{},\"id\":\"5287\",\"type\":\"StringEditor\"},{\"attributes\":{\"below\":[{\"id\":\"4669\"}],\"center\":[{\"id\":\"4672\"},{\"id\":\"4676\"},{\"id\":\"4716\"}],\"height\":315,\"left\":[{\"id\":\"4673\"}],\"renderers\":[{\"id\":\"4695\"},{\"id\":\"4702\"},{\"id\":\"4725\"}],\"title\":{\"id\":\"4659\"},\"toolbar\":{\"id\":\"4684\"},\"toolbar_location\":null,\"width\":320,\"x_range\":{\"id\":\"4661\"},\"x_scale\":{\"id\":\"4665\"},\"y_range\":{\"id\":\"4663\"},\"y_scale\":{\"id\":\"4667\"}},\"id\":\"4658\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"5286\",\"type\":\"StringFormatter\"},{\"attributes\":{},\"id\":\"4836\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"4711\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"4888\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"4893\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"5289\",\"type\":\"StringEditor\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"red\",\"hatch_alpha\":0.2,\"hatch_color\":\"red\",\"line_alpha\":0.2,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4904\",\"type\":\"Patch\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"red\",\"hatch_alpha\":0.1,\"hatch_color\":\"red\",\"line_alpha\":0.1,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4903\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"5290\",\"type\":\"StringFormatter\"},{\"attributes\":{\"below\":[{\"id\":\"4879\"}],\"center\":[{\"id\":\"4882\"},{\"id\":\"4886\"},{\"id\":\"4917\"}],\"height\":315,\"left\":[{\"id\":\"4883\"}],\"min_border_bottom\":20,\"min_border_left\":20,\"min_border_right\":20,\"min_border_top\":20,\"renderers\":[{\"id\":\"4905\"},{\"id\":\"4923\"},{\"id\":\"4942\"},{\"id\":\"4948\"}],\"title\":{\"id\":\"4869\"},\"toolbar\":{\"id\":\"4894\"},\"toolbar_location\":null,\"width\":320,\"x_range\":{\"id\":\"4871\"},\"x_scale\":{\"id\":\"4875\"},\"y_range\":{\"id\":\"4873\"},\"y_scale\":{\"id\":\"4877\"}},\"id\":\"4868\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"axis_label\":\"Sensitivity\",\"coordinates\":null,\"formatter\":{\"id\":\"4706\"},\"group\":null,\"major_label_policy\":{\"id\":\"4707\"},\"ticker\":{\"id\":\"4674\"}},\"id\":\"4673\",\"type\":\"LinearAxis\"},{\"attributes\":{\"bottom\":{\"field\":\"q3\"},\"fill_alpha\":{\"value\":0.8},\"fill_color\":{\"field\":\"color\"},\"hatch_alpha\":{\"value\":0.8},\"line_alpha\":{\"value\":0.8},\"top\":{\"field\":\"q2\"},\"width\":{\"value\":0.1},\"x\":{\"field\":\"group_name\"}},\"id\":\"4815\",\"type\":\"VBar\"},{\"attributes\":{\"end\":1.7114326377730325,\"start\":-0.6728898453337465},\"id\":\"4871\",\"type\":\"Range1d\"},{\"attributes\":{},\"id\":\"5291\",\"type\":\"StringEditor\"},{\"attributes\":{\"fill_alpha\":0.16,\"fill_color\":\"red\",\"hatch_alpha\":0.16,\"hatch_color\":\"red\",\"line_alpha\":0.16,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4902\",\"type\":\"Patch\"},{\"attributes\":{\"line_alpha\":{\"value\":0.2},\"x0\":{\"field\":\"group_name\"},\"x1\":{\"field\":\"group_name\"},\"y0\":{\"field\":\"upper\"},\"y1\":{\"field\":\"q3\"}},\"id\":\"4805\",\"type\":\"Segment\"},{\"attributes\":{},\"id\":\"5292\",\"type\":\"StringFormatter\"},{\"attributes\":{},\"id\":\"4976\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"ci\":{\"__ndarray__\":\"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                \",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"lowci\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"spec\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"uppci\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]}},\"selected\":{\"id\":\"4714\"},\"selection_policy\":{\"id\":\"4713\"}},\"id\":\"4697\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"4884\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"5293\",\"type\":\"StringEditor\"},{\"attributes\":{},\"id\":\"4977\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":{\"value\":0.1},\"x0\":{\"field\":\"group_name\"},\"x1\":{\"field\":\"group_name\"},\"y0\":{\"field\":\"upper\"},\"y1\":{\"field\":\"q3\"}},\"id\":\"4804\",\"type\":\"Segment\"},{\"attributes\":{\"source\":{\"id\":\"4796\"}},\"id\":\"4801\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]},\"y\":{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAABD63RoME0I/RgZuGPPFQz8l/THbJ55FP0Efw7OCnkc/4zeCCAvKST9v0r+j+SNMP9NuCw+7r04/s+dJ/Xi4UD/Hxq7XvDVSPyFXd0W00VM/hQpzQYmOVT+NQ2bXhW5XP3dMIWsVdFk/W8HBAMahWz9rTASFSfpdP4APO4o7QGA/r28fIKabYT+FeJIn9xBjP6SUq7zVoWQ/BCW4Dv5PZj++F4n2QR1oP0RHsIeJC2o/j9TGm9McbD/oT8tWNlNuP2pKztFvWHA/OG3G0wqccT9a2v+Vm/VyP8Hcfv5dZnQ/jZ/QnZrvdT8CrZzRppJ3P454/d/kUHk/xcQJC8Qrez9jNvebwCR9P72LPeVjPX8/keOQHaK7gD95mAhxAuqBP2i5GvmqKoM/iKDWF3p+hD+WCGxrVOaFP3+pE64kY4c/okB2j9v1iD9+mlCHb5+KPwibFqHcYIw/VCpbQCQ7jj+NqeNupheQPyzmN94wH5E/+MmuS7k0kj9dF5KjyViTP2hIs6/ti5Q/hk4Z4rLOlT+/SJEbqCGXP0bIHW5dhZg//2JE22P6mT8Prj0OTYGbP1tIEBKrGp0/P1ekAxDHnj8d3vDfhkOgP+Uo+MaaLaE/91Hb4gsioj9lbFy5ISGjP65nv/kiK6Q/UevWSlVApT/D4YMX/WCmP/BEw1ldjac/umloZLfFqD/fqKSrSgqqP03Zf4xUW6s/fJJnExC5rD/Zm/3BtSOuP51DUFR7m68/CsfUwkmQsD8CIpLqllmxP9vrGyW7KbI/Xe62nMoAsz/ttLqE196zPzwRZfzxw7Q/9OwS8iewtT8vX/oGhaO2P0JdgnMSnrc/oqBU7NafuD8PfkaI1qi5P5tqNacSubo/uMzz2YnQuz+xcmLLN++8P0qk0ioVFb4/lTvMlxdCvz/0QqnHGDvAP6nvYC2p2MA/p4QvALN5wT8YFdiaKh7CP7EX26kCxsI/y/qNJixxwz/ClDdTlh/EP8GfOrgu0cQ/8ppWIuGFxT+4hgailz3GPysCBIw6+MY/HVb0erC1xz+x9ENS3nXIP+foM0KnOMk/wpwbzez9yT/tQuDNjsXKP/0Son9rj8s/P2Wehl9bzD+jmET6RSnNP5WKenD4+M0/B0YMCk/Kzj9/cUGAIJ3PP1X0yBmhONA/Au24HUSj0D/tWZa7Yg7RP2aT4s/ledE/OsVnrbXl0T/nfx0nulHSP5tlfpravdI/JkVI+v0p0z/okJ/ZCpbTPxbFjnfnAdQ/aPzZynlt1D/lpx6Op9jUPykcN0xWQ9U/JG7ZbGut1T+L6WhBzBbWP7NF8RFef9Y/f6FCKgbn1j9uPCXnqU3XP5bam8Mus9c/RcIrZnoX2D+KTCGucnrYP7EWyMD929g/4P6NFgI82T+zPQiIZprZP6Uc0loS99k/UAA9Tu1R2j+Svcmn36raPwB2Yz/SAds/+oZUi65W2z9Sae6rXqnbPy+73XbN+ds/UwwkguZH3D9OabEulpPcP8gLmLLJ3Nw/WAHVIm8j3T9/Cql8dWfdP8Zkfa7MqN0/ZqdQoGXn3T+GTag7MiPeP8b/A3MlXN4/QSPQSDOS3j9YqdXVUMXeP3SOJU909d4/4Od+C5Ui3z+bzy6Iq0zfPwnpaW2xc98/vaEfkqGX3z+Ttkf/d7jfPz3kqvIx1t8/cgYo4c3w3z+Onju8JQTgPxWANtBVDuA/TqnfPfgW4D/QxCe0Dh7gP2qsfX+bI+A/nQR8iaEn4D/0d11YJCrgP8QvOQ4oK+A/3jcJaLEq4D9Whny8xSjgP2FplvpqJeA/RyEdqKcg4D9KbdnfghrgPyjQqE8EE+A/q0lkNjQK4D/HOZ1hGwDgP/IoZFaG6d8/9vp47WrQ3z8+oLRd+bTfP+EDpoRHl98/4Gw1Qmx33z/6gGhyf1XfP7li5uaZMd8/7e89YNUL3z+x5++GTOTeP0h/PuQau94/fqzD2lyQ3j87K8+eL2TeP+UCjS6xNt4/LhH1SQAI3j8J4oNqPNjdPwvivLqFp90/iMF1Df113T+Qq+rUw0PdP2DHmhn8EN0/+1HscMjd3D8yfpfzS6rcP5su1zOqdtw/LoxeMwdD3D8IcxJZhw/cPxCvhWZP3Ns/OQw3bYSp2z/RUZDDS3fbP8NepfnKRds/W8WyzScV2z8VeVsgiOXaP9NepegRt9o/Rtq0J+uJ2j+vxUfcOV7aPwOh8PUjNNo/liwTSM8L2j9iFqR8YeXZPx7brQYAwdk/d4CdFNCe2T/AV1qC9n7ZP7SKLMuXYdk/M8p2+9dG2T9gE0ii2i7ZP+cdy8LCGdk/mqeZxbIH2T+sc/ppzPjYP7R0Ebcw7dg/EzgK7f/k2D/RREV2WeDYP1y2kdhb39g/eut8piTi2D/EqMJw0OjYP/6L6Ld689g/bh8Q3j0C2T+uQQsZMxXZP33tvmRyLNk/xbPgdRJI2T96cButKGjZPxjmpwrJjNk/SPxlIga22T8uWYMQ8ePZP/Dzu26ZFto/ew5BSg1O2j+xvlIaWYraP1jRl7eHy9o/EVw/VKIR2z94x/Z0sFzbPwt3vuq3rNs/rXmmzbwB3D+O3Ht4wVvcP+RTboXGutw/3fC0y8oe3T87jTdey4fdP09zQYvD9d0/lpZA3axo3j9Ib5Mcf+DeP1A8ZlIwXd8/xxSfzLTe3z/mZmuRfzLgPzGoLR4AeOA/eUWbq9O/4D8i3RkI8QnhP+Cq7TVOVuE/ED8ucOCk4T/8sywwnPXhP4RvRTN1SOI/r9YWgV6d4j/VtxVySvTiP4KXd7YqTeM/Qn5qXfCn4z+4YZHciwTkP0bOuxftYuQ/Pg3PaAPD5D+4qtanvSTlP2z0MTMKiOU/7dLT99bs5T+UN4p5EVPmP4FFQtumuuY/SFs+54Mj5z8oNTMXlY3nPzyGQZzG+Oc/xaHBZgRl6D9PHNctOtLoP7muwnZTQOk/Hxzpmzuv6T+9ZIbT3R7qP20sBTYlj+o/JOnyw/z/6j/ULYprT3HrPx00zQ0I4+s/qqUrgxFV7D96ka+fVsfsP4BvrjbCOe0/eBf8HT+s7T+lmJ4wuB7uP9nxAlEYke4/Rr2zakoD7z8X/ZNzOXXvP9ZNoWzQ5u8/uO0gMf0r8D/YxBE2UWTwP6FnWdZZnPA/c2QYqAzU8D/bgrhFXwvxP8A/JE1HQvE/5QjcXrp48T+Zyu4crq7xP87B2ykY5PE/c9pjJ+4Y8j+JLFG1JU3yP+NpO3C0gPI/lkBQ8I+z8j9M3CbIreXyPyvIpYMDF/M/fH0Cp4ZH8z9t5uGtLHfzPzkJoQrrpfM/R+7MJbfT8z/aotBdhgD0P1f63wZOLPQ/5mElawNX9D8SvjjLm4D0PwLf5F4MqfQ/2qBAVkrQ9D/hSCDbSvb0P7wf4xIDG/U/gq2gIGg+9T+jVrgnb2D1P8FpxU4NgfU/hvf4wjeg9T/rD9q74731Pz09bH8G2vU/TU27ZpX09T9gr8rihQ32P7jh5YHNJPY/bp1O9WE69j9YpkQXOU72P75cYvFIYPY/tGxIw4dw9j+nOpIJ7H72Pyr3C4Vsi/Y/o5giQgCW9j9JV4Wgnp72P4Wx71o/pfY/mnUSj9qp9j+P0ZHFaKz2PwP+DfrirPY/n7sro0Kr9j8+j5G6gaf2P5ZuzsSaofY/v2Ye2YiZ9j/AsAGpR4/2P6OlmofTgvY/VBTHcCl09j9Yn+kPR2P2PwIAWMYqUPY/xlZjsdM69j9kDfCvQSP2P5g+k2d1CfY/NBgsSXDt9T+oPfCUNM/1P+LS4l3FrvU/4IeujCaM9T8TvNvhXGf1P2abXPdtQPU/te1pQWAX9T/dMawOO+z0P7aGrYcGv/Q/TNSRrcuP9D9lnRNYlF70P7faxDJrK/Q/xjyUuVv28z+DLZg0cr/zPwLmIbO7hvM/deQbBkZM8z8eA7i5HxDzP1Necg5Y0vI/oR5v8f6S8j/kGDr0JFLyP3EK8EPbD/I/dv3ZnzPM8T9CHYRPQIfxPyDuWRgUQfE/nnnSMsL58D90jTc/XrHwP+enEzr8Z/A/45ZScLAd8D+pUELmHqXvP0chMRdcDe8/6b6EXEJ07j8d+APd+9ntPzRg4eOyPu0/coVyx5Gi7D/eHADQwgXsP/ajyB5waOs/MYNOlcPK6j/9IQq95izqP1uil68Cj+k/AiN3/z/x6D8ObnWhxlPoP5Lp0da9tuc/t3Q1GEwa5z9GmIwBl37mP18c1j7D4+U/U6v1efRJ5T9usZhJTbHkP5ckOiHvGeQ/FE5QQvqD4z+xGq6uje/iP4TYHxzHXOI/1KpJ6cLL4T8iX8wTnDzhP3Sxsy9sr+A/fHgvYEsk4D+yRS+joDbfP8LScmkgKd4/bkHVdj0g3T9NU70sHBzcP/VEbujdHNs/dGSSA6Ei2j9uGh7XgC3ZPzxgeMCVPdg/NH7TKPVS1z8R/Z6OsW3WPzP0+ZDajdU//kkL/Xyz1D9GGSTdot7TPzE9j4lTD9M/iwPwupNF0j/cNBGeZYHRPxgDBenIwtA/3P118boJ0D811xGIbazOP4KhXnlqUM0/5g2VP1r/yz82Dv9nJrnKP4bkN7m0fck/OujaaOdMyD+omtpRnSbHPytLRSuyCsY/73A+v/74xD+C+PUhWfHDPzkSaeiU88I/wIO6XoP/wT/KIPO98xTBP43O/WCzM8A/ipxq8Ru3vj99/7l9mxi9P92YwU93i7s/zO52Jj8Puj9xRsv0gKO4Pw7iZTzJR7c/ZFwLZaP7tT/fF4kQmr60P1m4AWs3kLM/vnN9dwVwsj+PuaZYjl2xP5Q4oZVcWLA/ID3dtfa/rj+zCbNu7eesP1rCx6m3J6s/kNl1W3J+qT8vnm16PeunP+Td4Fk8baY/mC/3+5UDpT/RSK5cda2jP7MpULUJaqI/ysquuIY4oT9jNlrIJBigP+tJFUZCEJ4/H6L4GHwPnD+ZhvzdhSyaPxyl8O34ZZg/ECNeUXm6lj/4qBzhtSiVPzLjiFxor5M/X8DydVVNkj9D0NrVTAGRP4rkLCtSlI8/ZvrjY59NjT+8tM3sYSyLP4pC88KPLok/zoyjBTRShz93ujKnbpWFP5vAXxN09oM/a9ptzIxzgj8UAff/FAuBPx375Sj4dn8/sEPJYIgGfT/rZSh4A8J6P4xJZr21png/MSN07w2ydj/p6IwqnOF0P6hBZNAQM3M/ALclbTukcT+70ImaCTNwP7CDX8QLu20/XjynQK1Daz87dMXPefxoP6QDtNEm4mY/m52Js5rxZD9eOzzK6idjP1YyhDZZgmE/tAwrpqX8Xz/jk4Bc2jJdPxqjyx/Jolo/sF0eGTRIWD8=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]}},\"selected\":{\"id\":\"4935\"},\"selection_policy\":{\"id\":\"4934\"}},\"id\":\"4919\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"end\":3.705472354426469},\"id\":\"4873\",\"type\":\"Range1d\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4919\"},\"glyph\":{\"id\":\"4920\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4922\"},\"nonselection_glyph\":{\"id\":\"4921\"},\"view\":{\"id\":\"4924\"}},\"id\":\"4923\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"x0\":{\"field\":\"group_name\"},\"x1\":{\"field\":\"group_name\"},\"y0\":{\"field\":\"lower\"},\"y1\":{\"field\":\"q1\"}},\"id\":\"4809\",\"type\":\"Segment\"},{\"attributes\":{},\"id\":\"5294\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"4919\"}},\"id\":\"4924\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_dash\":[6],\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4694\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"5295\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"blue\",\"hatch_alpha\":0.1,\"hatch_color\":\"blue\",\"line_alpha\":0.1,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4921\",\"type\":\"Patch\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"4918\"},{\"id\":\"4937\"}],\"visible\":false},\"id\":\"4917\",\"type\":\"Legend\"},{\"attributes\":{\"axis\":{\"id\":\"4669\"},\"coordinates\":null,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"4672\",\"type\":\"Grid\"},{\"attributes\":{\"source\":{\"id\":\"4744\"}},\"id\":\"4807\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"1\"},\"renderers\":[{\"id\":\"4923\"}]},\"id\":\"4937\",\"type\":\"LegendItem\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.1,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.1,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4798\",\"type\":\"Patch\"},{\"attributes\":{\"source\":{\"id\":\"4901\"}},\"id\":\"4906\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"4877\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"4713\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"4790\"}},\"id\":\"4795\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"4935\",\"type\":\"Selection\"},{\"attributes\":{\"axis_label\":\"Predicted Score\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"4912\"},\"group\":null,\"major_label_policy\":{\"id\":\"4913\"},\"ticker\":{\"id\":\"4880\"}},\"id\":\"4879\",\"type\":\"LinearAxis\"},{\"attributes\":{\"editor\":{\"id\":\"5287\"},\"field\":\"evaluate\",\"formatter\":{\"id\":\"5286\"},\"title\":\"Evaluate\"},\"id\":\"4950\",\"type\":\"TableColumn\"},{\"attributes\":{},\"id\":\"4682\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"4714\",\"type\":\"Selection\"},{\"attributes\":{\"axis\":{\"id\":\"4879\"},\"coordinates\":null,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"4882\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"4934\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"tools\":[{\"id\":\"4887\"},{\"id\":\"4888\"},{\"id\":\"4889\"},{\"id\":\"4890\"},{\"id\":\"4891\"},{\"id\":\"4892\"}]},\"id\":\"4894\",\"type\":\"Toolbar\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4691\"},\"glyph\":{\"id\":\"4692\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4694\"},\"nonselection_glyph\":{\"id\":\"4693\"},\"view\":{\"id\":\"4696\"}},\"id\":\"4695\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"4887\",\"type\":\"PanTool\"},{\"attributes\":{\"tools\":[{\"id\":\"4764\"},{\"id\":\"4765\"},{\"id\":\"4766\"},{\"id\":\"4767\"},{\"id\":\"4768\"},{\"id\":\"4769\"},{\"id\":\"4864\"},{\"id\":\"4866\"}]},\"id\":\"4771\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"4880\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_alpha\":0.7,\"line_color\":\"green\",\"line_width\":2.5,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4699\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"color\":[\"#fcaeae\",\"#aed3f9\",\"#FFCCCC\",\"#CCE5FF\"],\"group_name\":[\"Test (0)\",\"Test (1)\",\"Train (0)\",\"Train (1)\"],\"label\":[\"0\",\"1\",\"0\",\"1\"],\"lower\":{\"__ndarray__\":\"Dcj2jdNM5T5gxPqstBtQPygJhC9eSzs/2OF8W5zj0D8=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4]},\"q1\":{\"__ndarray__\":\"QHA+/CwumT+vrfhM+fHYP+3jBQopqoo/BEALn2BB5j8=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4]},\"q2\":{\"__ndarray__\":\"KjU3ZZsRwz9cSm3F+hnoP3oDJt/MNK0/EI0jjWYE7T8=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4]},\"q3\":{\"__ndarray__\":\"HdBM++Bg1z/+vOREtpjuP6N/yBltgck/FMqT6mx27z8=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4]},\"upper\":{\"__ndarray__\":\"4hZNHu8K7D85W7bHxfnvP9xYwnPOod4/fIgLogv/7z8=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4]}},\"selected\":{\"id\":\"4836\"},\"selection_policy\":{\"id\":\"4835\"}},\"id\":\"4744\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":[0,1],\"y\":[0,1]},\"selected\":{\"id\":\"4712\"},\"selection_policy\":{\"id\":\"4711\"}},\"id\":\"4691\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Groups: 0 (Red) & 0 (Blue)\",\"text_font_size\":\"10pt\"},\"id\":\"4747\",\"type\":\"Title\"},{\"attributes\":{\"fill_alpha\":0.3,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.3,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.3,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4785\",\"type\":\"Patch\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4778\"},\"glyph\":{\"id\":\"4779\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4781\"},\"nonselection_glyph\":{\"id\":\"4780\"},\"view\":{\"id\":\"4783\"}},\"id\":\"4782\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"end\":1.06,\"start\":-0.06},\"id\":\"4663\",\"type\":\"Range1d\"},{\"attributes\":{\"axis\":{\"id\":\"4673\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"4676\",\"type\":\"Grid\"},{\"attributes\":{\"factors\":[\"Train (0)\",\"Test (0)\",\"Train (1)\",\"Test (1)\"]},\"id\":\"4749\",\"type\":\"FactorRange\"},{\"attributes\":{\"line_alpha\":{\"value\":0.2},\"x0\":{\"field\":\"group_name\"},\"x1\":{\"field\":\"group_name\"},\"y0\":{\"field\":\"lower\"},\"y1\":{\"field\":\"q1\"}},\"id\":\"4811\",\"type\":\"Segment\"},{\"attributes\":{\"tools\":[{\"id\":\"4677\"},{\"id\":\"4678\"},{\"id\":\"4679\"},{\"id\":\"4680\"},{\"id\":\"4681\"},{\"id\":\"4682\"},{\"id\":\"4718\"},{\"id\":\"4742\"}]},\"id\":\"4684\",\"type\":\"Toolbar\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4784\"},\"glyph\":{\"id\":\"4785\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4787\"},\"nonselection_glyph\":{\"id\":\"4786\"},\"view\":{\"id\":\"4789\"}},\"id\":\"4788\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"4744\"}},\"id\":\"4813\",\"type\":\"CDSView\"},{\"attributes\":{\"overlay\":{\"id\":\"4893\"}},\"id\":\"4889\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"4991\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"4744\"}},\"id\":\"4819\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"blue\",\"hatch_alpha\":0.2,\"hatch_color\":\"blue\",\"line_alpha\":0.2,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4947\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"4992\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4744\"},\"glyph\":{\"id\":\"4809\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4811\"},\"nonselection_glyph\":{\"id\":\"4810\"},\"view\":{\"id\":\"4813\"}},\"id\":\"4812\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"4891\",\"type\":\"ResetTool\"},{\"attributes\":{\"fill_alpha\":0.16,\"fill_color\":\"red\",\"hatch_alpha\":0.16,\"hatch_color\":\"red\",\"line_alpha\":0.16,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4939\",\"type\":\"Patch\"},{\"attributes\":{\"label\":{\"value\":\"0\"},\"renderers\":[{\"id\":\"4905\"}]},\"id\":\"4918\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"green\",\"line_width\":2.5,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4700\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4697\"},\"glyph\":{\"id\":\"4699\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4701\"},\"nonselection_glyph\":{\"id\":\"4700\"},\"view\":{\"id\":\"4703\"}},\"id\":\"4702\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"red\",\"hatch_alpha\":0.2,\"hatch_color\":\"red\",\"line_alpha\":0.2,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4941\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"4890\",\"type\":\"SaveTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]}},\"selected\":{\"id\":\"4992\"},\"selection_policy\":{\"id\":\"4991\"}},\"id\":\"4938\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4938\"},\"glyph\":{\"id\":\"4939\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4941\"},\"nonselection_glyph\":{\"id\":\"4940\"},\"view\":{\"id\":\"4943\"}},\"id\":\"4942\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"4822\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"source\":{\"id\":\"4938\"}},\"id\":\"4943\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":0.16,\"fill_color\":\"blue\",\"hatch_alpha\":0.16,\"hatch_color\":\"blue\",\"line_alpha\":0.16,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4945\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"4823\",\"type\":\"AllLabels\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"red\",\"hatch_alpha\":0.1,\"hatch_color\":\"red\",\"line_alpha\":0.1,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4940\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"4678\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"vK1Rf58y9z/y4HfnHGfWv/Lgd+ccZ9a/JpLw9wMs1r9aQ2kI6/DVv4704RjStdW/wqVaKbl61b/1VtM5oD/VvykITEqHBNW/XbnEWm7J1L+Raj1rVY7Uv8Ubtns8U9S/+cwujCMY1L8tfqecCt3Tv2EvIK3xodO/lOCYvdhm07/IkRHOvyvTv/xCit6m8NK/MPQC74210r9kpXv/dHrSv5hW9A9cP9K/zAdtIEME0r8AueUwKsnRvzRqXkERjtG/aBvXUfhS0b+bzE9i3xfRv899yHLG3NC/Ay9Bg62h0L834LmTlGbQv2uRMqR7K9C/PoVWacXgz7+l50eKk2rPvw1KOath9M6/dKwqzC9+zr/cDhzt/QfOv0RxDQ7Mkc2/rNP+Lpobzb8UNvBPaKXMv3yY4XA2L8y/4/rSkQS5y79LXcSy0kLLv7O/tdOgzMq/GyKn9G5Wyr+ChJgVPeDJv+rmiTYLasm/Ukl7V9nzyL+6q2x4p33IvyEOXpl1B8i/iXBPukORx7/x0kDbERvHv1k1MvzfpMa/wZcjHa4uxr8o+hQ+fLjFv5BcBl9KQsW/+L73fxjMxL9gIemg5lXEv8eD2sG038O/L+bL4oJpw7+XSL0DUfPCv/+qriQffcK/Zg2gRe0Gwr/Ob5Fmu5DBvzbSgoeJGsG/njR0qFekwL8Fl2XJJS7Av9ryrdTnb7+/qreQFoSDvr96fHNYIJe9v0pBVpq8qry/GAY53Fi+u7/oyhse9dG6v7iP/l+R5bm/iFThoS35uL9YGcTjyQy4vyjepiVmILe/9KKJZwI0tr/EZ2ypnke1v5QsT+s6W7S/ZPExLddus780thRvc4KyvwR797APlrG/1D/a8qupsL9ICXppkHqvv+iSP+3Ioa2/gBwFcQHJq78gpsr0OfCpv8AvkHhyF6i/YLlV/Ko+pr8AQxuA42Wkv6DM4AMcjaK/QFamh1S0oL/Av9cWGredv/DSYh6LBZq/MObtJfxTlr9w+XgtbaKSv2AZCGq84Y2/4D8eeZ5+hr/AzGgQATd+v4AzKl2K4W6/ANgsmClRJb+AmCQqZTdsP4D/5Xbu4Xw/QNlcLBXUhT/AskYdMzeNPyBGGIcoTZI/4DKNf7f+lT+gHwJ4RrCZP2AMd3DVYZ0/kPx1NLKJoD/4crCweWKiP1jp6ixBO6Q/uF8lqQgUpj8Y1l8l0OynP3hMmqGXxak/2MLUHV+eqz84OQ+aJnetP5ivSRbuT68//BJCyVqUsD8wTl+HvoCxP2CJfEUibbI/kMSZA4ZZsz/A/7bB6UW0P/A61H9NMrU/IHbxPbEetj9QsQ78FAu3P4DsK7p497c/tCdJeNzjuD/kYmY2QNC5PxSeg/SjvLo/RNmgsgepuz90FL5wa5W8P6RP2y7Pgb0/1Ir47DJuvj8ExhWrllq/P5qAmTR9I8A/NB6oE6+ZwD/Mu7by4A/BP2RZxdEShsE//PbTsET8wT+UlOKPdnLCPywy8W6o6MI/xM//Tdpewz9cbQ4tDNXDP/QKHQw+S8Q/jKgr62/BxD8kRjrKoTfFP7zjSKnTrcU/VIFXiAUkxj/wHmZnN5rGP4i8dEZpEMc/IFqDJZuGxz+495EEzfzHP1CVoOP+csg/6DKvwjDpyD+A0L2hYl/JPxhuzICU1ck/sAvbX8ZLyj9Iqek++MHKP+BG+B0qOMs/eOQG/Vuuyz8QghXcjSTMP6gfJLu/msw/QL0ymvEQzT/YWkF5I4fNP3D4T1hV/c0/DJZeN4dzzj+kM20WuenOPzzRe/XqX88/1G6K1BzWzz82hsxZJybQPwLVU0lAYdA/ziPbOFmc0D+acmIoctfQP2bB6ReLEtE/MhBxB6RN0T/+Xvj2vIjRP8qtf+bVw9E/lvwG1u7+0T9iS47FBzrSPy6aFbUgddI/+uicpDmw0j/GNySUUuvSP5SGq4NrJtM/YNUyc4Rh0z8sJLpinZzTP/hyQVK219M/xMHIQc8S1D+QEFAx6E3UP1xf1yABidQ/KK5eEBrE1D/0/OX/Mv/UP8BLbe9LOtU/jJr03mR11T9Y6XvOfbDVPyQ4A76W69U/8IaKra8m1j+81RGdyGHWP4gkmYzhnNY/VHMgfPrX1j8iwqdrExPXP+4QL1ssTtc/ul+2SkWJ1z+Grj06XsTXP1L9xCl3/9c/HkxMGZA62D/qmtMIqXXYP7bpWvjBsNg/gjji59rr2D9Oh2nX8ybZPxrW8MYMYtk/5iR4tiWd2T+yc/+lPtjZP37ChpVXE9o/ShEOhXBO2j8WYJV0iYnaP+KuHGSixNo/sP2jU7v/2j98TCtD1DrbP0ibsjLtdds/FOo5Igax2z/gOMERH+zbP6yHSAE4J9w/eNbP8FBi3D9EJVfgaZ3cPxB03s+C2Nw/3MJlv5sT3T+oEe2utE7dP3RgdJ7Nid0/QK/7jebE3T8M/oJ9///dP9hMCm0YO94/pJuRXDF23j9w6hhMSrHePz45oDtj7N4/CognK3wn3z/W1q4alWLfP6IlNgqund8/bnS9+cbY3z+dYaL07wngPwMJZmx8J+A/abAp5AhF4D/PV+1blWLgPzX/sNMhgOA/m6Z0S66d4D8BTjjDOrvgP2f1+zrH2OA/zZy/slP24D8zRIMq4BPhP5nrRqJsMeE//5IKGvlO4T9mOs6RhWzhP8zhkQkSiuE/MolVgZ6n4T+YMBn5KsXhP/7X3HC34uE/ZH+g6EMA4j/KJmRg0B3iPzDOJ9hcO+I/lnXrT+lY4j/8HK/HdXbiP2LEcj8ClOI/yGs2t46x4j8uE/ouG8/iP5S6vaan7OI/+mGBHjQK4z9gCUWWwCfjP8awCA5NReM/LVjMhdli4z+T/4/9ZYDjP/mmU3XyneM/X04X7X674z/F9dpkC9njPyudntyX9uM/kURiVCQU5D/36yXMsDHkP12T6UM9T+Q/wzqtu8ls5D8p4nAzVorkP4+JNKvip+Q/9TD4Im/F5D9b2Lua++LkP8F/fxKIAOU/JydDihQe5T+NzgYCoTvlP/N1ynktWeU/WR2O8bl25T+/xFFpRpTlPyVsFeHSseU/ixPZWF/P5T/xupzQ6+zlP1diYEh4CuY/vQkkwAQo5j8jsec3kUXmP4tYq68dY+Y/8f9uJ6qA5j9XpzKfNp7mP71O9hbDu+Y/I/a5jk/Z5j+JnX0G3PbmP+9EQX5oFOc/VewE9vQx5z+7k8htgU/nPyE7jOUNbec/h+JPXZqK5z/tiRPVJqjnP1Mx10yzxec/udiaxD/j5z8fgF48zADoP4UnIrRYHug/687lK+U76D9RdqmjcVnoP7cdbRv+dug/HcUwk4qU6D+DbPQKF7LoP+kTuIKjz+g/T7t7+i/t6D+1Yj9yvArpPxsKA+pIKOk/gbHGYdVF6T/nWIrZYWPpP00ATlHugOk/s6cRyXqe6T8ZT9VAB7zpP3/2mLiT2ek/5Z1cMCD36T9LRSCorBTqP7Hs4x85Muo/GZSnl8VP6j9/O2sPUm3qP+XiLofeiuo/S4ry/mqo6j+xMbZ298XqPxfZee6D4+o/fYA9ZhAB6z/jJwHenB7rP0nPxFUpPOs/r3aIzbVZ6z8VHkxFQnfrP3vFD73OlOs/4WzTNFuy6z9HFJes58/rP627WiR07es/E2MenAAL7D95CuITjSjsP9+xpYsZRuw/RVlpA6Zj7D+rAC17MoHsPxGo8PK+nuw/d0+0aku87D/d9nfi19nsP0OeO1pk9+w/qUX/0fAU7T8P7cJJfTLtP3WUhsEJUO0/2ztKOZZt7T9B4w2xIovtP6eK0SivqO0/DTKVoDvG7T9z2VgYyOPtP9mAHJBUAe4/PyjgB+Ee7j+nz6N/bTzuPw13Z/f5We4/cx4rb4Z37j/Zxe7mEpXuPz9tsl6fsu4/pRR21ivQ7j8LvDlOuO3uP3Fj/cVEC+8/1wrBPdEo7z89soS1XUbvP6NZSC3qY+8/CQEMpXaB7z9vqM8cA5/vP9VPk5SPvO8/O/dWDBza7z+hnhqEqPfvPwQj732aCvA/tvbQuWAZ8D9qyrL1JijwPxyelDHtNvA/0HF2bbNF8D+CRVipeVTwPzYZOuU/Y/A/6OwbIQZy8D+cwP1czIDwP06U35iSj/A/AmjB1Fie8D+0O6MQH63wP2gPhUzlu/A/GuNmiKvK8D/OtkjEcdnwP4CKKgA46PA/NF4MPP728D/mMe53xAXxP5oF0LOKFPE/Ttmx71Aj8T8ArZMrFzLxP7SAdWfdQPE/ZlRXo6NP8T8aKDnfaV7xP8z7GhswbfE/gM/8VvZ78T8yo96SvIrxP+Z2wM6CmfE/mEqiCkmo8T9MHoRGD7fxP/7xZYLVxfE/ssVHvpvU8T9kmSn6YePxPxhtCzYo8vE/ykDtce4A8j9+FM+ttA/yPzDosOl6HvI/5LuSJUEt8j+Wj3RhBzzyP0pjVp3NSvI//DY42ZNZ8j+wChoVWmjyP2Le+1Agd/I/FrLdjOaF8j/Ihb/IrJTyP3xZoQRzo/I/Li2DQDmy8j/iAGV8/8DyP5TURrjFz/I/SKgo9Ive8j/6ewowUu3yP65P7GsY/PI/YiPOp94K8z8U96/jpBnzP8jKkR9rKPM/ep5zWzE38z8uclWX90XzP+BFN9O9VPM/lBkZD4Rj8z9G7fpKSnLzP/rA3IYQgfM/rJS+wtaP8z9gaKD+nJ7zPxI8gjpjrfM/xg9kdim88z9440Wy78rzPyy3J+612fM/3ooJKnzo8z+SXutlQvfzP0QyzaEIBvQ/+AWv3c4U9D+q2ZAZlSP0P16tclVbMvQ/EIFUkSFB9D/EVDbN50/0P3YoGAmuXvQ/Kvz5RHRt9D/cz9uAOnz0P5CjvbwAi/Q/Qnef+MaZ9D/2SoE0jaj0P6geY3BTt/Q/XPJErBnG9D8Oxibo39T0P8KZCCSm4/Q/dG3qX2zy9D8oQcybMgH1P9wUrtf4D/U/juiPE78e9T9CvHFPhS31P/SPU4tLPPU/qGM1xxFL9T9aNxcD2Fn1Pw4L+T6eaPU/wN7aemR39T90sry2Kob1PyaGnvLwlPU/2lmALrej9T+MLWJqfbL1P0ABRKZDwfU/8tQl4gnQ9T+mqAce0N71P1h86VmW7fU/DFDLlVz89T++I63RIgv2P3L3jg3pGfY/JMtwSa8o9j/YnlKFdTf2P4pyNME7RvY/PkYW/QFV9j/wGfg4yGP2P6Tt2XSOcvY/VsG7sFSB9j8KlZ3sGpD2P7xofyjhnvY/cDxhZKet9j8iEEOgbbz2P9bjJNwzy/Y/iLcGGPrZ9j88i+hTwOj2P/Beyo+G9/Y/ojKsy0wG9z9WBo4HExX3Pwjab0PZI/c/vK1Rf58y9z8=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]}},\"selected\":{\"id\":\"4994\"},\"selection_policy\":{\"id\":\"4993\"}},\"id\":\"4944\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"group\":null},\"id\":\"4659\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"4825\",\"type\":\"CategoricalTickFormatter\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"green\",\"line_width\":2.5,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4701\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"4944\"}},\"id\":\"4949\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"4892\",\"type\":\"HelpTool\"},{\"attributes\":{\"line_alpha\":{\"value\":0.1},\"x0\":{\"field\":\"group_name\"},\"x1\":{\"field\":\"group_name\"},\"y0\":{\"field\":\"lower\"},\"y1\":{\"field\":\"q1\"}},\"id\":\"4810\",\"type\":\"Segment\"},{\"attributes\":{},\"id\":\"4826\",\"type\":\"AllLabels\"},{\"attributes\":{\"bottom\":{\"field\":\"q3\"},\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"field\":\"color\"},\"hatch_alpha\":{\"value\":0.2},\"line_alpha\":{\"value\":0.2},\"top\":{\"field\":\"q2\"},\"width\":{\"value\":0.1},\"x\":{\"field\":\"group_name\"}},\"id\":\"4817\",\"type\":\"VBar\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"blue\",\"hatch_alpha\":0.1,\"hatch_color\":\"blue\",\"line_alpha\":0.1,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4946\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"4993\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"axis_label\":\"p.d.f.\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"4909\"},\"group\":null,\"major_label_policy\":{\"id\":\"4910\"},\"ticker\":{\"id\":\"4884\"}},\"id\":\"4883\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"4670\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"4994\",\"type\":\"Selection\"},{\"attributes\":{\"bottom\":{\"field\":\"q3\"},\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"field\":\"color\"},\"hatch_alpha\":{\"value\":0.1},\"line_alpha\":{\"value\":0.1},\"top\":{\"field\":\"q2\"},\"width\":{\"value\":0.1},\"x\":{\"field\":\"group_name\"}},\"id\":\"4816\",\"type\":\"VBar\"},{\"attributes\":{\"editor\":{\"id\":\"5289\"},\"field\":\"manw_pval\",\"formatter\":{\"id\":\"5288\"},\"title\":\"ManW P-Value\"},\"id\":\"4951\",\"type\":\"TableColumn\"},{\"attributes\":{},\"id\":\"4827\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"axis\":{\"id\":\"4883\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"4886\",\"type\":\"Grid\"},{\"attributes\":{\"callback\":null,\"renderers\":[{\"id\":\"4702\"}],\"tooltips\":[[\"Specificity\",\"@spec{1.111}\"],[\"Sensitivity\",\"@y{1.111} (+/- @ci{1.111})\"]]},\"id\":\"4718\",\"type\":\"HoverTool\"},{\"attributes\":{},\"id\":\"4828\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.7,\"line_color\":\"orange\",\"line_width\":2.5,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4722\",\"type\":\"Line\"},{\"attributes\":{\"data\":{\"spec\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"x\":{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAGgGAaSAZlA/aAYBpIBmYD+ciQH2wJloP2gGAaSAZnA/AkgBzSCAdD+ciQH2wJl4PzbLAR9hs3w/aAYBpIBmgD81J4G4UHOCPwJIAc0ggIQ/z2iB4fCMhj+ciQH2wJmIP2mqgQqRpoo/NssBH2GzjD8D7IEzMcCOP2gGAaSAZpA/zhZBruhskT81J4G4UHOSP5w3wcK4eZM/AkgBzSCAlD9oWEHXiIaVP89ogeHwjJY/NnnB61iTlz+ciQH2wJmYPwKaQQApoJk/aaqBCpGmmj/QusEU+aybPzbLAR9hs5w/nNtBKcm5nT8D7IEzMcCeP2r8wT2Zxp8/aAYBpIBmoD+bDiGptOmgP84WQa7obKE/Ah9hsxzwoT81J4G4UHOiP2gvob2E9qI/nDfBwrh5oz/PP+HH7PyjPwJIAc0ggKQ/NVAh0lQDpT9oWEHXiIalP5xgYdy8CaY/z2iB4fCMpj8CcaHmJBCnPzZ5wetYk6c/aYHh8IwWqD+ciQH2wJmoP8+RIfv0HKk/AppBACmgqT82omEFXSOqP2mqgQqRpqo/nLKhD8Upqz/QusEU+ayrPwPD4RktMKw/NssBH2GzrD9p0yEklTatP5zbQSnJua0/0ONhLv08rj8D7IEzMcCuPzb0oThlQ68/avzBPZnGrz9OAnGh5iSwP2gGAaSAZrA/ggqRphqosD+bDiGptOmwP7USsatOK7E/zhZBruhssT/oGtGwgq6xPwIfYbMc8LE/GyPxtbYxsj81J4G4UHOyP08rEbvqtLI/aC+hvYT2sj+CMzHAHjizP5w3wcK4ebM/tTtRxVK7sz/PP+HH7PyzP+hDccqGPrQ/AkgBzSCAtD8cTJHPusG0PzVQIdJUA7U/T1Sx1O5EtT9oWEHXiIa1P4Jc0dkiyLU/nGBh3LwJtj+1ZPHeVku2P89ogeHwjLY/6WwR5IrOtj8CcaHmJBC3Pxx1Mem+Ubc/NnnB61iTtz9PfVHu8tS3P2mB4fCMFrg/goVx8yZYuD+ciQH2wJm4P7aNkfha27g/z5Eh+/QcuT/plbH9jl65PwKaQQApoLk/HJ7RAsPhuT82omEFXSO6P0+m8Qf3ZLo/aaqBCpGmuj+DrhENK+i6P5yyoQ/FKbs/trYxEl9ruz/QusEU+ay7P+m+UReT7rs/A8PhGS0wvD8cx3Ecx3G8PzbLAR9hs7w/UM+RIfv0vD9p0yEklTa9P4PXsSYveL0/nNtBKcm5vT+239ErY/u9P9DjYS79PL4/6efxMJd+vj8D7IEzMcC+Px3wETbLAb8/NvShOGVDvz9Q+DE7/4S/P2r8wT2Zxr8/QgApoBkEwD9OAnGh5iTAP1sEuaKzRcA/aAYBpIBmwD91CEmlTYfAP4IKkaYaqMA/jgzZp+fIwD+bDiGptOnAP6gQaaqBCsE/tRKxq04rwT/CFPmsG0zBP84WQa7obME/2xiJr7WNwT/oGtGwgq7BP/UcGbJPz8E/Ah9hsxzwwT8PIam06RDCPxsj8bW2McI/KCU5t4NSwj81J4G4UHPCP0IpybkdlMI/TysRu+q0wj9bLVm8t9XCP2gvob2E9sI/dTHpvlEXwz+CMzHAHjjDP481ecHrWMM/nDfBwrh5wz+oOQnEhZrDP7U7UcVSu8M/wj2Zxh/cwz/PP+HH7PzDP9xBKcm5HcQ/6ENxyoY+xD/1RbnLU1/EPwJIAc0ggMQ/D0pJzu2gxD8cTJHPusHEPyhO2dCH4sQ/NVAh0lQDxT9CUmnTISTFP09UsdTuRMU/XFb51btlxT9oWEHXiIbFP3VaidhVp8U/glzR2SLIxT+PXhnb7+jFP5xgYdy8CcY/qWKp3Ykqxj+1ZPHeVkvGP8JmOeAjbMY/z2iB4fCMxj/casniva3GP+lsEeSKzsY/9W5Z5Vfvxj8CcaHmJBDHPw9z6efxMMc/HHUx6b5Rxz8pd3nqi3LHPzZ5wetYk8c/QnsJ7SW0xz9PfVHu8tTHP1x/me+/9cc/aYHh8IwWyD92gynyWTfIP4KFcfMmWMg/j4e59PN4yD+ciQH2wJnIP6mLSfeNusg/to2R+FrbyD/Cj9n5J/zIP8+RIfv0HMk/3JNp/ME9yT/plbH9jl7JP/aX+f5bf8k/AppBACmgyT8PnIkB9sDJPxye0QLD4ck/KaAZBJACyj82omEFXSPKP0OkqQYqRMo/T6bxB/dkyj9cqDkJxIXKP2mqgQqRpso/dqzJC17Hyj+DrhENK+jKP4+wWQ74CMs/nLKhD8Upyz+ptOkQkkrLP7a2MRJfa8s/w7h5EyyMyz/QusEU+azLP9y8CRbGzcs/6b5RF5Puyz/2wJkYYA/MPwPD4RktMMw/EMUpG/pQzD8cx3Ecx3HMPynJuR2Uksw/NssBH2GzzD9DzUkgLtTMP1DPkSH79Mw/XNHZIsgVzT9p0yEklTbNP3bVaSViV80/g9exJi94zT+Q2fkn/JjNP5zbQSnJuc0/qd2JKpbazT+239ErY/vNP8PhGS0wHM4/0ONhLv08zj/d5akvyl3OP+nn8TCXfs4/9uk5MmSfzj8D7IEzMcDOPxDuyTT+4M4/HfARNssBzz8p8lk3mCLPPzb0oThlQ88/Q/bpOTJkzz9Q+DE7/4TPP136eTzMpc8/avzBPZnGzz92/gk/ZufPP0IAKaAZBNA/SAHNIIAU0D9OAnGh5iTQP1UDFSJNNdA/WwS5orNF0D9iBV0jGlbQP2gGAaSAZtA/bgelJOd20D91CEmlTYfQP3sJ7SW0l9A/ggqRphqo0D+ICzUngbjQP44M2afnyNA/lQ19KE7Z0D+bDiGptOnQP6IPxSkb+tA/qBBpqoEK0T+uEQ0r6BrRP7USsatOK9E/uxNVLLU70T/CFPmsG0zRP8gVnS2CXNE/zhZBruhs0T/VF+UuT33RP9sYia+1jdE/4hktMBye0T/oGtGwgq7RP+8bdTHpvtE/9RwZsk/P0T/7Hb0ytt/RPwIfYbMc8NE/CCAFNIMA0j8PIam06RDSPxUiTTVQIdI/GyPxtbYx0j8iJJU2HULSPyglObeDUtI/LybdN+pi0j81J4G4UHPSPzsoJTm3g9I/QinJuR2U0j9IKm06hKTSP08rEbvqtNI/VSy1O1HF0j9bLVm8t9XSP2Iu/Twe5tI/aC+hvYT20j9vMEU+6wbTP3Ux6b5RF9M/ezKNP7gn0z+CMzHAHjjTP4g01UCFSNM/jzV5wetY0z+VNh1CUmnTP5w3wcK4edM/ojhlQx+K0z+oOQnEhZrTP686rUTsqtM/tTtRxVK70z+8PPVFucvTP8I9mcYf3NM/yD49R4bs0z/PP+HH7PzTP9VAhUhTDdQ/3EEpybkd1D/iQs1JIC7UP+hDccqGPtQ/70QVS+1O1D/1RbnLU1/UP/xGXUy6b9Q/AkgBzSCA1D8ISaVNh5DUPw9KSc7toNQ/FUvtTlSx1D8cTJHPusHUPyJNNVAh0tQ/KE7Z0Ifi1D8vT31R7vLUPzVQIdJUA9U/PFHFUrsT1T9CUmnTISTVP0hTDVSINNU/T1Sx1O5E1T9VVVVVVVXVP1xW+dW7ZdU/YledViJ21T9oWEHXiIbVP29Z5VfvltU/dVqJ2FWn1T98Wy1ZvLfVP4Jc0dkiyNU/iV11WonY1T+PXhnb7+jVP5VfvVtW+dU/nGBh3LwJ1j+iYQVdIxrWP6liqd2JKtY/r2NNXvA61j+1ZPHeVkvWP7xllV+9W9Y/wmY54CNs1j/JZ91ginzWP89ogeHwjNY/1WklYled1j/casniva3WP+JrbWMkvtY/6WwR5IrO1j/vbbVk8d7WP/VuWeVX79Y//G/9Zb7/1j8CcaHmJBDXPwlyRWeLINc/D3Pp5/Ew1z8VdI1oWEHXPxx1Mem+Udc/InbVaSVi1z8pd3nqi3LXPy94HWvygtc/NnnB61iT1z88emVsv6PXP0J7Ce0ltNc/SXytbYzE1z9PfVHu8tTXP1Z+9W5Z5dc/XH+Z77/11z9igD1wJgbYP2mB4fCMFtg/b4KFcfMm2D92gynyWTfYP3yEzXLAR9g/goVx8yZY2D+JhhV0jWjYP4+HufTzeNg/lohddVqJ2D+ciQH2wJnYP6KKpXYnqtg/qYtJ94262D+vjO139MrYP7aNkfha29g/vI41ecHr2D/Cj9n5J/zYP8mQfXqODNk/z5Eh+/Qc2T/WksV7Wy3ZP9yTafzBPdk/4pQNfShO2T/plbH9jl7ZP++WVX71btk/9pf5/lt/2T/8mJ1/wo/ZPwKaQQApoNk/CZvlgI+w2T8PnIkB9sDZPxadLYJc0dk/HJ7RAsPh2T8jn3WDKfLZPymgGQSQAto/L6G9hPYS2j82omEFXSPaPzyjBYbDM9o/Q6SpBipE2j9JpU2HkFTaP0+m8Qf3ZNo/VqeViF112j9cqDkJxIXaP2Op3Ykqlto/aaqBCpGm2j9vqyWL97baP3asyQtex9o/fK1tjMTX2j+DrhENK+jaP4mvtY2R+No/j7BZDvgI2z+Wsf2OXhnbP5yyoQ/FKds/o7NFkCs62z+ptOkQkkrbP6+1jZH4Wts/trYxEl9r2z+8t9WSxXvbP8O4eRMsjNs/ybkdlJKc2z/QusEU+azbP9a7ZZVfvds/3LwJFsbN2z/jva2WLN7bP+m+UReT7ts/8L/1l/n+2z/2wJkYYA/cP/zBPZnGH9w/A8PhGS0w3D8JxIWak0DcPxDFKRv6UNw/FsbNm2Bh3D8cx3Ecx3HcPyPIFZ0tgtw/Kcm5HZSS3D8wyl2e+qLcPzbLAR9hs9w/PMyln8fD3D9DzUkgLtTcP0nO7aCU5Nw/UM+RIfv03D9W0DWiYQXdP1zR2SLIFd0/Y9J9oy4m3T9p0yEklTbdP3DUxaT7Rt0/dtVpJWJX3T981g2myGfdP4PXsSYveN0/idhVp5WI3T+Q2fkn/JjdP5banahiqd0/nNtBKcm53T+j3OWpL8rdP6ndiSqW2t0/sN4tq/zq3T+239ErY/vdP73gdazJC94/w+EZLTAc3j/J4r2tlizeP9DjYS79PN4/1uQFr2NN3j/d5akvyl3eP+PmTbAwbt4/6efxMJd+3j/w6JWx/Y7eP/bpOTJkn94//erdssqv3j8D7IEzMcDePwntJbSX0N4/EO7JNP7g3j8W7221ZPHePx3wETbLAd8/I/G1tjES3z8p8lk3mCLfPzDz/bf+Mt8/NvShOGVD3z899UW5y1PfP0P26TkyZN8/SfeNuph03z9Q+DE7/4TfP1b51btlld8/Xfp5PMyl3z9j+x29MrbfP2r8wT2Zxt8/cP1lvv/W3z92/gk/ZuffP33/rb/M998/QgApoBkE4D/FAHvgTAzgP0gBzSCAFOA/ywEfYbMc4D9OAnGh5iTgP9ICw+EZLeA/VQMVIk014D/YA2digD3gP1sEuaKzReA/3gQL4+ZN4D9iBV0jGlbgP+UFr2NNXuA/aAYBpIBm4D/rBlPks27gP24HpSTnduA/8gf3ZBp/4D91CEmlTYfgP/gIm+WAj+A/ewntJbSX4D/+CT9m55/gP4IKkaYaqOA/BQvj5k2w4D+ICzUngbjgPwsMh2e0wOA/jgzZp+fI4D8SDSvoGtHgP5UNfShO2eA/GA7PaIHh4D+bDiGptOngPx4Pc+nn8eA/og/FKRv64D8lEBdqTgLhP6gQaaqBCuE/KxG76rQS4T+uEQ0r6BrhPzISX2sbI+E/tRKxq04r4T84EwPsgTPhP7sTVSy1O+E/PhSnbOhD4T/CFPmsG0zhP0UVS+1OVOE/yBWdLYJc4T9LFu9ttWThP84WQa7obOE/UheT7ht14T/VF+UuT33hP1gYN2+CheE/2xiJr7WN4T9fGdvv6JXhP+IZLTAcnuE/ZRp/cE+m4T/oGtGwgq7hP2sbI/G1tuE/7xt1Mem+4T9yHMdxHMfhP/UcGbJPz+E/eB1r8oLX4T/7Hb0ytt/hP38eD3Pp5+E/Ah9hsxzw4T+FH7PzT/jhPwggBTSDAOI/iyBXdLYI4j8PIam06RDiP5Ih+/QcGeI/FSJNNVAh4j+YIp91gyniPxsj8bW2MeI/nyND9uk54j8iJJU2HULiP6Uk53ZQSuI/KCU5t4NS4j+rJYv3tlriPy8m3TfqYuI/siYveB1r4j81J4G4UHPiP7gn0/iDe+I/OyglObeD4j+/KHd56oviP0IpybkdlOI/xSkb+lCc4j9IKm06hKTiP8sqv3q3rOI/TysRu+q04j/SK2P7Hb3iP1UstTtRxeI/2CwHfITN4j9bLVm8t9XiP98tq/zq3eI/Yi79PB7m4j/lLk99Ue7iP2gvob2E9uI/6y/z/bf+4j9vMEU+6wbjP/Iwl34eD+M/dTHpvlEX4z/4MTv/hB/jP3syjT+4J+M//zLff+sv4z+CMzHAHjjjPwU0gwBSQOM/iDTVQIVI4z8LNSeBuFDjP481ecHrWOM/EjbLAR9h4z+VNh1CUmnjPxg3b4KFceM/nDfBwrh54z8fOBMD7IHjP6I4ZUMfiuM/JTm3g1KS4z+oOQnEhZrjPyw6WwS5ouM/rzqtROyq4z8yO/+EH7PjP7U7UcVSu+M/ODyjBYbD4z+8PPVFucvjPz89R4bs0+M/wj2Zxh/c4z9FPusGU+TjP8g+PUeG7OM/TD+Ph7n04z/PP+HH7PzjP1JAMwggBeQ/1UCFSFMN5D9YQdeIhhXkP9xBKcm5HeQ/X0J7Ce0l5D/iQs1JIC7kP2VDH4pTNuQ/6ENxyoY+5D9sRMMKukbkP+9EFUvtTuQ/ckVniyBX5D/1RbnLU1/kP3hGCwyHZ+Q//EZdTLpv5D9/R6+M7XfkPwJIAc0ggOQ/hUhTDVSI5D8ISaVNh5DkP4xJ9426mOQ/D0pJzu2g5D+SSpsOIankPxVL7U5UseQ/mEs/j4e55D8cTJHPusHkP59M4w/uyeQ/Ik01UCHS5D+lTYeQVNrkPyhO2dCH4uQ/rE4rEbvq5D8vT31R7vLkP7JPz5Eh++Q/NVAh0lQD5T+4UHMSiAvlPzxRxVK7E+U/v1EXk+4b5T9CUmnTISTlP8VSuxNVLOU/SFMNVIg05T/MU1+UuzzlP09UsdTuROU/0lQDFSJN5T9VVVVVVVXlP9hVp5WIXeU/XFb51btl5T/fVksW723lP2JXnVYiduU/5VfvllV+5T9oWEHXiIblP+xYkxe8juU/b1nlV++W5T/yWTeYIp/lP3VaidhVp+U/+VrbGImv5T98Wy1ZvLflP/9bf5nvv+U/glzR2SLI5T8FXSMaVtDlP4lddVqJ2OU/DF7Hmrzg5T+PXhnb7+jlPxJfaxsj8eU/lV+9W1b55T8ZYA+ciQHmP5xgYdy8CeY/H2GzHPAR5j+iYQVdIxrmPyViV51WIuY/qWKp3Ykq5j8sY/sdvTLmP69jTV7wOuY/MmSfniND5j+1ZPHeVkvmPzllQx+KU+Y/vGWVX71b5j8/Zuef8GPmP8JmOeAjbOY/RWeLIFd05j/JZ91ginzmP0xoL6G9hOY/z2iB4fCM5j9SadMhJJXmP9VpJWJXneY/WWp3ooql5j/casniva3mP19rGyPxteY/4mttYyS+5j9lbL+jV8bmP+lsEeSKzuY/bG1jJL7W5j/vbbVk8d7mP3JuB6Uk5+Y/9W5Z5Vfv5j95b6sli/fmP/xv/WW+/+Y/f3BPpvEH5z8CcaHmJBDnP4Vx8yZYGOc/CXJFZ4sg5z+McpenvijnPw9z6efxMOc/knM7KCU55z8VdI1oWEHnP5l036iLSec/HHUx6b5R5z+fdYMp8lnnPyJ21WklYuc/pXYnqlhq5z8pd3nqi3LnP6x3yyq/euc/L3gda/KC5z+yeG+rJYvnPzZ5wetYk+c/uXkTLIyb5z88emVsv6PnP796t6zyq+c/QnsJ7SW05z/Ge1stWbznP0l8rW2MxOc/zHz/rb/M5z9PfVHu8tTnP9J9oy4m3ec/Vn71blnl5z/ZfkevjO3nP1x/me+/9ec/33/rL/P95z9igD1wJgboP+aAj7BZDug/aYHh8IwW6D/sgTMxwB7oP2+ChXHzJug/8oLXsSYv6D92gynyWTfoP/mDezKNP+g/fITNcsBH6D//hB+z80/oP4KFcfMmWOg/BobDM1pg6D+JhhV0jWjoPwyHZ7TAcOg/j4e59PN46D8SiAs1J4HoP5aIXXVaieg/GYmvtY2R6D+ciQH2wJnoPx+KUzb0oeg/ooqldieq6D8mi/e2WrLoP6mLSfeNuug/LIybN8HC6D+vjO139MroPzKNP7gn0+g/to2R+Frb6D85juM4juPoP7yONXnB6+g/P4+HufTz6D/Cj9n5J/zoP0aQKzpbBOk/yZB9eo4M6T9Mkc+6wRTpP8+RIfv0HOk/UpJzOygl6T/WksV7Wy3pP1mTF7yONek/3JNp/ME96T9flLs89UXpP+KUDX0oTuk/ZpVfvVtW6T/plbH9jl7pP2yWAz7CZuk/75ZVfvVu6T9yl6e+KHfpP/aX+f5bf+k/eZhLP4+H6T/8mJ1/wo/pP3+Z77/1l+k/AppBACmg6T+GmpNAXKjpPwmb5YCPsOk/jJs3wcK46T8PnIkB9sDpP5Oc20Epyek/Fp0tglzR6T+ZnX/Cj9npPxye0QLD4ek/n54jQ/bp6T8jn3WDKfLpP6afx8Nc+uk/KaAZBJAC6j+soGtEwwrqPy+hvYT2Euo/s6EPxSkb6j82omEFXSPqP7mis0WQK+o/PKMFhsMz6j+/o1fG9jvqP0OkqQYqROo/xqT7Rl1M6j9JpU2HkFTqP8yln8fDXOo/T6bxB/dk6j/TpkNIKm3qP1anlYhddeo/2afnyJB96j9cqDkJxIXqP9+oi0n3jeo/Y6ndiSqW6j/mqS/KXZ7qP2mqgQqRpuo/7KrTSsSu6j9vqyWL97bqP/Ord8sqv+o/dqzJC17H6j/5rBtMkc/qP3ytbYzE1+o//62/zPff6j+DrhENK+jqPwavY01e8Oo/ia+1jZH46j8MsAfOxADrP4+wWQ74COs/E7GrTisR6z+Wsf2OXhnrPxmyT8+RIes/nLKhD8Up6z8fs/NP+DHrP6OzRZArOus/JrSX0F5C6z+ptOkQkkrrPyy1O1HFUus/r7WNkfha6z8ztt/RK2PrP7a2MRJfa+s/ObeDUpJz6z+8t9WSxXvrPz+4J9P4g+s/w7h5EyyM6z9GuctTX5TrP8m5HZSSnOs/TLpv1MWk6z/QusEU+azrP1O7E1Ustes/1rtllV+96z9ZvLfVksXrP9y8CRbGzes/YL1bVvnV6z/jva2WLN7rP2a+/9Zf5us/6b5RF5Pu6z9sv6NXxvbrP/C/9Zf5/us/c8BH2CwH7D/2wJkYYA/sP3nB61iTF+w//ME9mcYf7D+Awo/Z+SfsPwPD4RktMOw/hsMzWmA47D8JxIWak0DsP4zE19rGSOw/EMUpG/pQ7D+TxXtbLVnsPxbGzZtgYew/mcYf3JNp7D8cx3Ecx3HsP6DHw1z6eew/I8gVnS2C7D+myGfdYIrsPynJuR2Ukuw/rMkLXsea7D8wyl2e+qLsP7PKr94tq+w/NssBH2Gz7D+5y1NflLvsPzzMpZ/Hw+w/wMz33/rL7D9DzUkgLtTsP8bNm2Bh3Ow/Sc7toJTk7D/Mzj/hx+zsP1DPkSH79Ow/08/jYS797D9W0DWiYQXtP9nQh+KUDe0/XNHZIsgV7T/g0Stj+x3tP2PSfaMuJu0/5tLP42Eu7T9p0yEklTbtP+zTc2TIPu0/cNTFpPtG7T/z1BflLk/tP3bVaSViV+0/+dW7ZZVf7T981g2myGftPwDXX+b7b+0/g9exJi947T8G2ANnYoDtP4nYVaeViO0/DNmn58iQ7T+Q2fkn/JjtPxPaS2gvoe0/ltqdqGKp7T8Z2+/olbHtP5zbQSnJue0/INyTafzB7T+j3OWpL8rtPybdN+pi0u0/qd2JKpba7T8t3ttqyeLtP7DeLav86u0/M99/6y/z7T+239ErY/vtPzngI2yWA+4/veB1rMkL7j9A4cfs/BPuP8PhGS0wHO4/RuJrbWMk7j/J4r2tlizuP03jD+7JNO4/0ONhLv087j9T5LNuMEXuP9bkBa9jTe4/WeVX75ZV7j/d5akvyl3uP2Dm+2/9Ze4/4+ZNsDBu7j9m55/wY3buP+nn8TCXfu4/behDccqG7j/w6JWx/Y7uP3Pp5/Ewl+4/9uk5MmSf7j956otyl6fuP/3q3bLKr+4/gOsv8/237j8D7IEzMcDuP4bs03NkyO4/Ce0ltJfQ7j+N7Xf0ytjuPxDuyTT+4O4/k+4bdTHp7j8W7221ZPHuP5nvv/WX+e4/HfARNssB7z+g8GN2/gnvPyPxtbYxEu8/pvEH92Qa7z8p8lk3mCLvP63yq3fLKu8/MPP9t/4y7z+z80/4MTvvPzb0oThlQ+8/ufTzeJhL7z899UW5y1PvP8D1l/n+W+8/Q/bpOTJk7z/G9jt6ZWzvP0n3jbqYdO8/zfff+st87z9Q+DE7/4TvP9P4g3syje8/VvnVu2WV7z/Z+Sf8mJ3vP136eTzMpe8/4PrLfP+t7z9j+x29MrbvP+b7b/1lvu8/avzBPZnG7z/t/BN+zM7vP3D9Zb7/1u8/8/23/jLf7z92/gk/ZufvP/r+W3+Z7+8/ff+tv8z37z8AAAAAAADwPwAAAAAAAPA/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]}},\"selected\":{\"id\":\"4739\"},\"selection_policy\":{\"id\":\"4738\"}},\"id\":\"4720\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"x0\":{\"field\":\"group_name\"},\"x1\":{\"field\":\"group_name\"},\"y0\":{\"field\":\"upper\"},\"y1\":{\"field\":\"q3\"}},\"id\":\"4803\",\"type\":\"Segment\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"orange\",\"line_width\":2.5,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4724\",\"type\":\"Line\"},{\"attributes\":{\"end\":1.249852822408744,\"start\":-0.2499591889994594},\"id\":\"4751\",\"type\":\"Range1d\"},{\"attributes\":{\"axis_label\":\"Class\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"4825\"},\"group\":null,\"major_label_policy\":{\"id\":\"4826\"},\"ticker\":{\"id\":\"4758\"}},\"id\":\"4757\",\"type\":\"CategoricalAxis\"},{\"attributes\":{},\"id\":\"4667\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"4755\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis_label\":\"1 - Specificity\",\"coordinates\":null,\"formatter\":{\"id\":\"4709\"},\"group\":null,\"major_label_policy\":{\"id\":\"4710\"},\"ticker\":{\"id\":\"4670\"}},\"id\":\"4669\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"orange\",\"line_width\":2.5,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4723\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"4753\",\"type\":\"CategoricalScale\"},{\"attributes\":{},\"id\":\"4909\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"4674\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"4758\",\"type\":\"CategoricalTicker\"},{\"attributes\":{\"source\":{\"id\":\"4720\"}},\"id\":\"4726\",\"type\":\"CDSView\"},{\"attributes\":{\"axis\":{\"id\":\"4757\"},\"coordinates\":null,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"4759\",\"type\":\"Grid\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4720\"},\"glyph\":{\"id\":\"4722\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4724\"},\"nonselection_glyph\":{\"id\":\"4723\"},\"view\":{\"id\":\"4726\"}},\"id\":\"4725\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4744\"},\"glyph\":{\"id\":\"4815\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4817\"},\"nonselection_glyph\":{\"id\":\"4816\"},\"view\":{\"id\":\"4819\"}},\"id\":\"4818\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"label\":{\"value\":\"Test\"},\"renderers\":[{\"id\":\"4725\"}]},\"id\":\"4741\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"4765\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4744\"},\"glyph\":{\"id\":\"4841\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4843\"},\"nonselection_glyph\":{\"id\":\"4842\"},\"view\":{\"id\":\"4845\"}},\"id\":\"4844\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"axis_label\":\"Predicted Score\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"4822\"},\"group\":null,\"major_label_policy\":{\"id\":\"4823\"},\"ticker\":{\"id\":\"4761\"}},\"id\":\"4760\",\"type\":\"LinearAxis\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"blue\",\"hatch_alpha\":0.2,\"hatch_color\":\"blue\",\"line_alpha\":0.2,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4922\",\"type\":\"Patch\"},{\"attributes\":{\"axis\":{\"id\":\"4760\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"4763\",\"type\":\"Grid\"},{\"attributes\":{\"bottom\":{\"field\":\"q2\"},\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"field\":\"color\"},\"hatch_alpha\":{\"value\":0.2},\"line_alpha\":{\"value\":0.2},\"top\":{\"field\":\"q1\"},\"width\":{\"value\":0.1},\"x\":{\"field\":\"group_name\"}},\"id\":\"4843\",\"type\":\"VBar\"},{\"attributes\":{\"bottom\":{\"field\":\"q2\"},\"fill_alpha\":{\"value\":0.8},\"fill_color\":{\"field\":\"color\"},\"hatch_alpha\":{\"value\":0.8},\"line_alpha\":{\"value\":0.8},\"top\":{\"field\":\"q1\"},\"width\":{\"value\":0.1},\"x\":{\"field\":\"group_name\"}},\"id\":\"4841\",\"type\":\"VBar\"},{\"attributes\":{},\"id\":\"4761\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"4738\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"hatch_alpha\":{\"value\":0.1},\"height\":{\"value\":0.001},\"line_alpha\":{\"value\":0.1},\"width\":{\"value\":0.05},\"x\":{\"field\":\"group_name\"},\"y\":{\"field\":\"lower\"}},\"id\":\"4848\",\"type\":\"Rect\"},{\"attributes\":{},\"id\":\"4769\",\"type\":\"HelpTool\"},{\"attributes\":{\"editor\":{\"id\":\"5291\"},\"field\":\"R2\",\"formatter\":{\"id\":\"5290\"},\"title\":\"R\\u00b2\"},\"id\":\"4952\",\"type\":\"TableColumn\"},{\"attributes\":{},\"id\":\"4829\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"4764\",\"type\":\"PanTool\"},{\"attributes\":{\"bottom\":{\"field\":\"q2\"},\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"field\":\"color\"},\"hatch_alpha\":{\"value\":0.1},\"line_alpha\":{\"value\":0.1},\"top\":{\"field\":\"q1\"},\"width\":{\"value\":0.1},\"x\":{\"field\":\"group_name\"}},\"id\":\"4842\",\"type\":\"VBar\"},{\"attributes\":{},\"id\":\"4739\",\"type\":\"Selection\"},{\"attributes\":{\"overlay\":{\"id\":\"4770\"}},\"id\":\"4766\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"editor\":{\"id\":\"5293\"},\"field\":\"auc\",\"formatter\":{\"id\":\"5292\"},\"title\":\"AUC\"},\"id\":\"4953\",\"type\":\"TableColumn\"},{\"attributes\":{\"fill_alpha\":0.16,\"fill_color\":\"blue\",\"hatch_alpha\":0.16,\"hatch_color\":\"blue\",\"line_alpha\":0.16,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4920\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"4767\",\"type\":\"SaveTool\"},{\"attributes\":{\"columns\":[{\"id\":\"4950\"},{\"id\":\"4951\"},{\"id\":\"4952\"},{\"id\":\"4953\"}],\"height\":90,\"source\":{\"id\":\"4954\"},\"view\":{\"id\":\"4957\"},\"width\":950},\"id\":\"4955\",\"type\":\"DataTable\"},{\"attributes\":{},\"id\":\"4830\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"4768\",\"type\":\"ResetTool\"},{\"attributes\":{\"data\":{\"R2\":[[\"0.75\"],[\"0.28\"]],\"auc\":[[\"0.98\"],[\"0.82\"]],\"evaluate\":[[\"Train\"],[\"Test\"]],\"manw_pval\":[[\"1.86e-26\"],[\"4.07e-07\"]]},\"selected\":{\"id\":\"5295\"},\"selection_policy\":{\"id\":\"5294\"}},\"id\":\"4954\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_color\":{\"value\":\"#1f77b4\"},\"height\":{\"value\":0.001},\"width\":{\"value\":0.05},\"x\":{\"field\":\"group_name\"},\"y\":{\"field\":\"lower\"}},\"id\":\"4847\",\"type\":\"Rect\"},{\"attributes\":{\"source\":{\"id\":\"4744\"}},\"id\":\"4845\",\"type\":\"CDSView\"},{\"attributes\":{\"children\":[[{\"id\":\"4746\"},0,0],[{\"id\":\"4868\"},0,1],[{\"id\":\"4658\"},0,2]]},\"id\":\"5012\",\"type\":\"GridBox\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4744\"},\"glyph\":{\"id\":\"4847\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4849\"},\"nonselection_glyph\":{\"id\":\"4848\"},\"view\":{\"id\":\"4851\"}},\"id\":\"4850\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4944\"},\"glyph\":{\"id\":\"4945\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4947\"},\"nonselection_glyph\":{\"id\":\"4946\"},\"view\":{\"id\":\"4949\"}},\"id\":\"4948\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"4954\"}},\"id\":\"4957\",\"type\":\"CDSView\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"4770\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"source\":{\"id\":\"4744\"}},\"id\":\"4851\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"hatch_alpha\":{\"value\":0.1},\"height\":{\"value\":0.001},\"line_alpha\":{\"value\":0.1},\"width\":{\"value\":0.05},\"x\":{\"field\":\"group_name\"},\"y\":{\"field\":\"upper\"}},\"id\":\"4854\",\"type\":\"Rect\"},{\"attributes\":{\"children\":[{\"id\":\"4955\"}],\"height\":95,\"width\":950},\"id\":\"4958\",\"type\":\"WidgetBox\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"#1f77b4\"},\"hatch_alpha\":{\"value\":0.2},\"height\":{\"value\":0.001},\"line_alpha\":{\"value\":0.2},\"width\":{\"value\":0.05},\"x\":{\"field\":\"group_name\"},\"y\":{\"field\":\"lower\"}},\"id\":\"4849\",\"type\":\"Rect\"},{\"attributes\":{\"toolbars\":[{\"id\":\"4771\"},{\"id\":\"4894\"},{\"id\":\"4684\"}],\"tools\":[{\"id\":\"4764\"},{\"id\":\"4765\"},{\"id\":\"4766\"},{\"id\":\"4767\"},{\"id\":\"4768\"},{\"id\":\"4769\"},{\"id\":\"4864\"},{\"id\":\"4866\"},{\"id\":\"4887\"},{\"id\":\"4888\"},{\"id\":\"4889\"},{\"id\":\"4890\"},{\"id\":\"4891\"},{\"id\":\"4892\"},{\"id\":\"4677\"},{\"id\":\"4678\"},{\"id\":\"4679\"},{\"id\":\"4680\"},{\"id\":\"4681\"},{\"id\":\"4682\"},{\"id\":\"4718\"},{\"id\":\"4742\"}]},\"id\":\"5013\",\"type\":\"ProxyToolbar\"},{\"attributes\":{\"fill_color\":{\"value\":\"#1f77b4\"},\"height\":{\"value\":0.001},\"width\":{\"value\":0.05},\"x\":{\"field\":\"group_name\"},\"y\":{\"field\":\"upper\"}},\"id\":\"4853\",\"type\":\"Rect\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4744\"},\"glyph\":{\"id\":\"4853\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4855\"},\"nonselection_glyph\":{\"id\":\"4854\"},\"view\":{\"id\":\"4857\"}},\"id\":\"4856\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"4744\"}},\"id\":\"4857\",\"type\":\"CDSView\"},{\"attributes\":{\"toolbar\":{\"id\":\"5013\"},\"toolbar_location\":\"above\"},\"id\":\"5014\",\"type\":\"ToolbarBox\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"red\"},\"hatch_alpha\":{\"value\":0.1},\"hatch_color\":{\"value\":\"red\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"red\"},\"x\":{\"field\":\"outx\"},\"y\":{\"field\":\"outy\"}},\"id\":\"4860\",\"type\":\"Circle\"},{\"attributes\":{\"children\":[{\"id\":\"5014\"},{\"id\":\"5012\"}]},\"id\":\"5015\",\"type\":\"Column\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"#1f77b4\"},\"hatch_alpha\":{\"value\":0.2},\"height\":{\"value\":0.001},\"line_alpha\":{\"value\":0.2},\"width\":{\"value\":0.05},\"x\":{\"field\":\"group_name\"},\"y\":{\"field\":\"upper\"}},\"id\":\"4855\",\"type\":\"Rect\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.4},\"fill_color\":{\"value\":\"red\"},\"hatch_color\":{\"value\":\"red\"},\"line_color\":{\"value\":\"red\"},\"x\":{\"field\":\"outx\"},\"y\":{\"field\":\"outy\"}},\"id\":\"4859\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"4831\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4745\"},\"glyph\":{\"id\":\"4859\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4861\"},\"nonselection_glyph\":{\"id\":\"4860\"},\"view\":{\"id\":\"4863\"}},\"id\":\"4862\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"renderers\":[{\"id\":\"4862\"}],\"tooltips\":[[\"Index\",\"@outidx\"],[\"Predicted Score\",\"@outy\"]]},\"id\":\"4866\",\"type\":\"HoverTool\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"red\"},\"hatch_alpha\":{\"value\":0.2},\"hatch_color\":{\"value\":\"red\"},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"red\"},\"x\":{\"field\":\"outx\"},\"y\":{\"field\":\"outy\"}},\"id\":\"4861\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"4832\",\"type\":\"Selection\"},{\"attributes\":{\"children\":[{\"id\":\"4958\"}]},\"id\":\"5016\",\"type\":\"Row\"},{\"attributes\":{\"source\":{\"id\":\"4697\"}},\"id\":\"4703\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"4745\"}},\"id\":\"4863\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"4712\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"renderers\":[{\"id\":\"4806\"},{\"id\":\"4812\"},{\"id\":\"4818\"},{\"id\":\"4844\"}],\"tooltips\":[[\"Upper\",\"@upper{1.11}\"],[\"Q3\",\"@q3{1.11}\"],[\"Median\",\"@q2{1.11}\"],[\"Q1\",\"@q1{1.11}\"],[\"Lower\",\"@lower{1.11}\"]]},\"id\":\"4864\",\"type\":\"HoverTool\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[120]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[120]}},\"selected\":{\"id\":\"4830\"},\"selection_policy\":{\"id\":\"4829\"}},\"id\":\"4784\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.2,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.2,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4787\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"4665\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"4717\"},{\"id\":\"4741\"}],\"location\":\"bottom_right\",\"visible\":true},\"id\":\"4716\",\"type\":\"Legend\"},{\"attributes\":{\"callback\":null,\"renderers\":[{\"id\":\"4725\"}],\"tooltips\":[[\"Specificity\",\"@spec{1.111}\"],[\"Sensitivity\",\"@y{1.111}\"]]},\"id\":\"4742\",\"type\":\"HoverTool\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.2,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.2,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4781\",\"type\":\"Patch\"},{\"attributes\":{\"fill_alpha\":0.3,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.3,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.3,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4779\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"4910\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.1,\"line_dash\":[6],\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4693\",\"type\":\"Line\"},{\"attributes\":{\"end\":1.06,\"start\":-0.06},\"id\":\"4661\",\"type\":\"Range1d\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"4683\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[120]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[120]}},\"selected\":{\"id\":\"4828\"},\"selection_policy\":{\"id\":\"4827\"}},\"id\":\"4778\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"4790\"},\"glyph\":{\"id\":\"4791\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"4793\"},\"nonselection_glyph\":{\"id\":\"4792\"},\"view\":{\"id\":\"4795\"}},\"id\":\"4794\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"overlay\":{\"id\":\"4683\"}},\"id\":\"4679\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"source\":{\"id\":\"4778\"}},\"id\":\"4783\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.1,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.1,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4780\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"4833\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":0.3,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.3,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.3,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4791\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"4912\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.8,\"line_dash\":[6],\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4692\",\"type\":\"Line\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.1,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.1,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4786\",\"type\":\"Patch\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"j47L3xo74T+lqn1FtNvhP4vbps0AqeI/MbP/2Qqd4z8IS6I7LqnkPwobWhHVtuU/r8qTxqWq5j9OhX31oGnnP0DGSvzX3uc/AAAAAAAA6D9Sif78bc/nP1yu0ifpWuc/44QWa9e35j9+NdYUG/7lP1wqp+Y3Q+U/GvhBCPyW5D/HWLDSNALkPzv3B9Y+h+M/hshPBscj4z9cRucH8dLiP1EzJfA8j+I/8GTVr9FT4j9xbzitHB3iP6ZNFiPr6OE/5I5pxja24T8VYAO+2YThP7vV/Z9JVeE/BhmodWIo4T9HQBM0O//gPwLDXPX42uA/R0m/O5y84D+y44XgzaTgP4gTHbO4k+A/7bULLPyI4D84xr4YvIPgP3F6ygbGguA/8MjCXb6E4D+Lq6NfSIjgPznFp98jjOA/7X7cX0OP4D++htm035DgPzcq0RGKkOA/CLtyfjaO4D91ZN1aNYrgP75hoGYWheA/tWhjSHl/4D800dBU2XngPwQnIoNmdOA/K5kxnPlu4D/rQIakJ2ngP8GJUQNtYuA/1EhtyGBa4D+8lwSB3lDgP2TNqWMZRuA/9M6HJJQ64D9VMJ0kAi/gP8Oaro8dJOA/XdnXIoAa4D/UPh57iRLgP0rkR6ZXDOA/azdws1Dn3z9ZgsMJ7drfP0ZNULr/yt8/ecqi4MS33z9Xn8W2+6HfPxli8LbXit8/OGWsOM1z3z+H0Pb9Ql7fP1huJW8+S98/fuxc+SU73z8qfvO2sC3fP6nNnMcMIt8/+LG7+TIX3z+XXV5WTQzfP5YuOW8NAd8/hDy/MtP13j8WN0VKleveP++JGgOT494/katd3Ove3j+E8kyWQN7ePycCR0B54d4/jXWwQLjn3j/rqLhAb+/ePx9uekSD9t4/HQtr8nP63j+Rc4LOh/jePyaU6KcH7t4/79jFmY7Y3j+dOPQ+ZLbeP3NtgYjHht4//HlGFQ5K3j9yf9mXiQHeP/TNrxQ7r90/ilQEwGxV3T/XP/mDTPbcPzfiLHOSk9w/tGTTuSku3D8eIY+lxsXbPyA2VaBcWNs/Xpm1H4bh2j9HczHwHVraP/VuYPNxuNk/ixHwU4Lx2D9yTp9alvvXP80PfO8H0tY/SauxMpB51T8ElVPWyQPUPzr20ilRkNI/SKNasC1K0T9d7QIGJGHQPwAAAAAAANA/f3NqB1BC0D9j9QQVvizRP6Jq2HK0qtI/7MlL3VWS1D/wabuIo63WP56ZAEzqxdg/6kiyZP6t2j+1qgR1l0jcP+LiaEDKid0/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[120]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[120]}},\"selected\":{\"id\":\"4832\"},\"selection_policy\":{\"id\":\"4831\"}},\"id\":\"4790\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"4834\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.2,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.2,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"4793\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"4913\",\"type\":\"AllLabels\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Groups: 0 (Red) & 1 (Blue)\",\"text_font_size\":\"10pt\"},\"id\":\"4869\",\"type\":\"Title\"}],\"root_ids\":[\"5017\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n",
+ " const render_items = [{\"docid\":\"d24bda71-dcf2-4a90-bce6-81cd59899351\",\"root_ids\":[\"5017\"],\"roots\":{\"5017\":\"dfce5811-4124-4c2f-b215-a47a1abafb5a\"}}];\n",
" root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
" }\n",
" if (root.Bokeh !== undefined) {\n",
@@ -1143,7 +1129,7 @@
},
"metadata": {
"application/vnd.bokehjs_exec.v0+json": {
- "id": "2155"
+ "id": "5017"
}
}
}
@@ -1181,9 +1167,9 @@
"height": 909
},
"id": "AAMMTdUQNJ_j",
- "outputId": "8e7e6e26-97b1-44b9-d4f1-0fd453bcb5bb"
+ "outputId": "2bd79395-a4da-43d3-edcc-a24efe830fab"
},
- "execution_count": 7,
+ "execution_count": 18,
"outputs": [
{
"output_type": "stream",
@@ -1196,14 +1182,14 @@
"output_type": "stream",
"name": "stderr",
"text": [
- "100%|██████████| 100/100 [00:02<00:00, 45.33it/s]\n"
+ "100%|██████████| 100/100 [00:02<00:00, 39.63it/s]\n"
]
},
{
"output_type": "stream",
"name": "stdout",
"text": [
- "Time taken: 0.04 minutes with 2 cores\n"
+ "Time taken: 0.05 minutes with 2 cores\n"
]
},
{
@@ -1525,7 +1511,7 @@
"data": {
"text/html": [
"\n",
- " <div class=\"bk-root\" id=\"394e6f94-af8b-4310-93da-088b02f1df00\" data-root-id=\"2991\"></div>\n"
+ " <div class=\"bk-root\" id=\"35db56a6-8120-4eb8-b99f-b3cd57185453\" data-root-id=\"6037\"></div>\n"
]
},
"metadata": {}
@@ -1536,8 +1522,8 @@
"application/javascript": [
"(function(root) {\n",
" function embed_document(root) {\n",
- " const docs_json = {\"13ab8588-98c9-4dc7-85b0-0aefb17628f3\":{\"defs\":[],\"roots\":{\"references\":[{\"attributes\":{\"children\":[{\"id\":\"2989\"},{\"id\":\"2990\"}]},\"id\":\"2991\",\"type\":\"Column\"},{\"attributes\":{\"data\":{\"color\":[\"#FFCCCC\",\"#CCE5FF\",\"#FFCCCC\",\"#CCE5FF\"],\"group_name\":[\"IB (0)\",\"IB (1)\",\"OOB (0)\",\"OOB (1)\"],\"label\":[\"0\",\"1\",\"0\",\"1\"],\"lower\":{\"__ndarray__\":\"IyUm/cxFuz4C+2jBn9zjP2XQcOOboeY+vk0uBP9rYD8=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4]},\"q1\":{\"__ndarray__\":\"GrfQORughz+PvSSGQOnqP6RqU6hnYow/XDyPXG0n3D8=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4]},\"q2\":{\"__ndarray__\":\"J0zQ6+dGqD+sO+LM0NntP9YsX1wU47I/qzR/GSyL6j8=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4]},\"q3\":{\"__ndarray__\":\"VbSQ8qPsvz/t6aFeVpzvP4AkLCAWnNQ/lL/MBHoH7z8=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4]},\"upper\":{\"__ndarray__\":\"IKjkMGXY0j9kV3Pix//vPyA5RTrNGOk//XK+xq/+7z8=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4]}},\"selected\":{\"id\":\"2668\"},\"selection_policy\":{\"id\":\"2667\"}},\"id\":\"2576\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"orange\"},\"hatch_alpha\":{\"value\":0.1},\"hatch_color\":{\"value\":\"orange\"},\"height\":{\"field\":\"height\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"grey\"},\"line_width\":{\"value\":0.5},\"width\":{\"field\":\"width\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2897\",\"type\":\"Rect\"},{\"attributes\":{},\"id\":\"2837\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2961\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2838\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2962\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"outidx\":[1,6,12,31,42,57,70,90,113,114,122,145,154,166,168,198,218,221,243,246,254,259,265,279,290,291,295,310,322,323,343,347,366,386],\"outx\":[\"IB (0)\",\"IB (0)\",\"IB (0)\",\"IB (0)\",\"IB (0)\",\"IB (0)\",\"IB (0)\",\"IB (0)\",\"IB (0)\",\"IB (0)\",\"IB (0)\",\"IB (1)\",\"IB (1)\",\"IB (1)\",\"IB (1)\",\"IB (1)\",\"IB (1)\",\"IB (1)\",\"IB (1)\",\"IB (1)\",\"OOB (0)\",\"OOB (0)\",\"OOB (0)\",\"OOB (0)\",\"OOB (0)\",\"OOB (0)\",\"OOB (0)\",\"OOB (0)\",\"OOB (0)\",\"OOB (0)\",\"OOB (0)\",\"OOB (0)\",\"OOB (0)\",\"OOB (0)\"],\"outy\":[0.34670840612149095,0.41492881333944304,0.6550217115095318,0.3302927220378689,0.6954864252880212,0.4040820131592168,0.3784278015929437,0.6284832928861674,0.31219403933274004,0.42265507430436833,0.2965691692511325,0.3198630475622778,0.6094649426773875,0.5103352481049251,0.49341436325246507,0.4735513511902834,0.579937545553744,0.4016275579500706,0.32775760801518583,0.36805196221247,0.9612246174734758,0.9707177433143489,0.998442460687659,0.9089158462111102,0.9074431188448986,0.7868387542961206,0.967414858786318,0.9381505951120546,0.8716097463047245,0.9830804087219576,0.8968268631990757,0.8957977022703794,0.8799871954046203,0.891189756652834]},\"selected\":{\"id\":\"2947\"},\"selection_policy\":{\"id\":\"2946\"}},\"id\":\"2577\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"editor\":{\"id\":\"3143\"},\"field\":\"auc\",\"formatter\":{\"id\":\"3142\"},\"title\":\"AUC\"},\"id\":\"2923\",\"type\":\"TableColumn\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Groups: 0 (Red) & 1 (Blue)\",\"text_font_size\":\"10pt\"},\"id\":\"2701\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"2742\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"2720\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"factors\":[\"IB (0)\",\"OOB (0)\",\"IB (1)\",\"OOB (1)\"]},\"id\":\"2581\",\"type\":\"FactorRange\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"red\",\"hatch_alpha\":0.2,\"hatch_color\":\"red\",\"line_alpha\":0.2,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2773\",\"type\":\"Patch\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]}},\"selected\":{\"id\":\"2962\"},\"selection_policy\":{\"id\":\"2961\"}},\"id\":\"2770\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2616\"},\"glyph\":{\"id\":\"2617\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2619\"},\"nonselection_glyph\":{\"id\":\"2618\"},\"view\":{\"id\":\"2621\"}},\"id\":\"2620\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2770\"},\"glyph\":{\"id\":\"2771\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2773\"},\"nonselection_glyph\":{\"id\":\"2772\"},\"view\":{\"id\":\"2775\"}},\"id\":\"2774\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Groups: 0 (Red) & 0 (Blue)\",\"text_font_size\":\"10pt\"},\"id\":\"2579\",\"type\":\"Title\"},{\"attributes\":{\"source\":{\"id\":\"2770\"}},\"id\":\"2775\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2963\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":0.16,\"fill_color\":\"blue\",\"hatch_alpha\":0.16,\"hatch_color\":\"blue\",\"line_alpha\":0.16,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2777\",\"type\":\"Patch\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"red\",\"hatch_alpha\":0.1,\"hatch_color\":\"red\",\"line_alpha\":0.1,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2772\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"2654\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"2964\",\"type\":\"Selection\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]}},\"selected\":{\"id\":\"2964\"},\"selection_policy\":{\"id\":\"2963\"}},\"id\":\"2776\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]},\"y\":{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAOpyQT6jLkE7Bn2UPYmSUTvj4jSAVeJhOxsFJtXkHHI70p05gV9BgjsjhrdpPk+SOwqgHVVORqI7DlTwJbEmsjst/QoF3fDBO6Mxy4KZpdE7Ai0KyPpF4TuCmlkAW9PwOycwsDVSTwA8dZAFxFl3DzylhGcJwzQePIWw7B8L2yw8DXYjCoRuOzy97KwrkPNJPNHMfjuMblg8j8jXfLrjZjx9lqDDL1d1PN0fVrLCzIM8/Aothv1HkjweZyKrEsygPCkku2yot648xeGelVzzuzykI82mSE/JPGT6vdChztY8shmqRdBz5DxfrZQmeEDyPHud7wqGNQA9V9B91nymDD3O25xlnjIZPWD3I3/FDSY9bCdnQWc1Mz1iKxTmQKZAPXzk4DX9uEw9luIXE8GnWD35yqaWug9lPaFYFm2C53E96JG2eihLfj0JE/E2/YCJPcCE2osWXpU9Dp60lL/QoT3LPp2XW5CtPbN+tIhMabg9LJK0Py0PxD2fPxJZRmfQPeSu58Kusto9yboRsSGf5T3IJp89A23xPbVOFYrq8/s9CNkbkK1PBj4/usGI5rgRPiAiLIexBBw+IyO6WYUKJj4vcGoZW0ExPjNHnV4K4zo+J268W6LYRD7ZL6HhsRVQPt09xAays1g+IurSQVngYj5ca+tf0bVsPrcXWw90unU+J+uFDXZdgD7wIT1bVIiIPqIVn3GtTJI+FKX2xTYrmz6QeNRmQBKkPm0oLshag60++Vjj5wSYtT6K6ktxcnK/PlhSS5+8ycY+swQoLxRv0D6xmiro0ZbXPs0lEb442eA+L5z3hNXz5z52jc3tsPHwPuyZA0eN2/c+pl8ZeCS3AD855hzMcE8HP5G9ySz4LBA/qyGcH4RXFj/UANk99bUeP+Tn3mSVASU/vz7Da1KZLD8nD80i918zP5QIo+VLIDo/i3u26+CHQT/hp17L/mlHPwAmq9lSH08/mfW5MOCVVD+r9JKEHBpbP9NWkrFxwWE/uFufMW8nZz9GlP8PygxuP2Cux7wyaHM/nZB3TKfyeD9SNmVsEOt/PzzOEbEwUoQ/NPh7lZ3AiT9EO/1hhj2QP7juuV7nYpQ/Wm0+rzp4mT8bu1iXgqufP1cl3SLImKM/usIQhEgjqD/2Gm9tRpetPxRXMclzDbI/0qvQZkzstT8/rnEmkH+6P0+8Ju/L4L8/SNZFq9IVwz97LwZz3L7GP1h+Z8wy+8o/9HPG0UHbzz+OtMc9AbjSPz1A1Ztf5dU/bqF8UGZ+2T/9v+lAm4vdP0go5W6YCuE/punyCWmR4z88P24CtV3mPy/h7kp0cuk/hRikkQLS7D8WAzQ5AD/wP71FrLCaO/I/L5GOoble9D+mF95avqf2PzNrAYl3Ffk/0kptlBim+z+AuFLYM1f+P4eaHg/ckgBA189/3PgGAkC8GtPAx4UDQHSLf+7VDAVAhvlE6GyZBkBfQLEFmygIQCR8KdI9twlA1HKRFQ5CC0AonPpErcUMQPBj0wq0Pg5AU1OHicGpD0AWmgJ5xYEQQNWl2oB1JBFAqTi2fHi7EUACToRQd0USQLNzz3hCwRJA6jUjhdctE0BGXZmQZYoTQKudtplQ1hNAelgtpDMRFECh20WZ4ToUQE0SH+ZkUxRAL9VH4f1aFEBmpuoKIFIUQIbDh0NuORRAv3+uHLYRFEBWeAtt6tsTQJs1R1UdmRNAFYiA5XlKE0Dkj6aTPfESQHqmrLGxjhJA9n6uDyUkEkAGGdXx5bIRQHMcanw8PBFAYF5TsmXBEEB4l3sbj0MQQKyXjUOmhw9AUPzFWGyGDkAUzqX1SIUNQH0LYXbhhQxASHIIpKaJC0A/v5KL1JEKQNLlyXlznwlAU9Lk9FmzCEAQ97KJL84HQCbYGUFw8AZA3WAQk3AaBkCqnAeuYUwFQBpvjexVhgRAHmSqVkXIA0CBssYQEhIDQAanhp6MYwJArFfU5He8AUBYcQPbjBwBQOw+fN99gwBAZKwKUfPh/z/yoQGbW8n+P22oZ9CRvP0/Wp3boPi6/D93Gz7t+sP7PwQTUMcN1/o/v43YyrHz+T8xhRDhcxn5P/MA/n/tR/g/iLOwd8R+9z9Texhfqr32P86Aj7FbBPY/NYhKrZ5S9T/YLMwBQqj0P314SVwbBfQ/RxK63gVp8z+yMSKN4NPyP25RiruMRfI/nqUVhuy98T+i1r1b4TzxPx8lZqNKwvA//4o0ggRO8D8PX8qSzb/vP0SRJSKI7+4/D05YCdIq7j+3OvfJN3HtP8lBcoU4wuw/viwu50Ud7D/XdSOFxIHrP/p9BrYM7+o/ZTQ/2Wtk6j9ThRUKJuHpP4g9ijR4ZOk/yMhzf5rt6D8IusD8wnvoP1gcVo4oDug/qSv76wWk5z+OpEK1nDznP39Cenk41+Y/9hRsnzFz5j+grzQX8A/mP5KCnsHtrOU/6VZPerhJ5T9XoZK08+XkPx2TlJ1ZgeQ/BS5bursb5D9hV5T7ArXjPyOKR0UvTeM/BgN8bFbk4j9al86wonriP83BpLtQEOI/q2cIMq2l4T8jrSnpETvhPy9Q98/i0OA/a1Uloopn4D/L95r07v7fP/TiI7MuMt8/Q7Skdqlp3j+iLjSWJqbdP0pz+KNZ6Nw/y/g93tww3D9InaFaLIDbP4jvXgqi1to/cZ12sXI02j8aGWTkq5nZP/JmmRkzBtk/I5UT1cV52D+xkTPt+vPXP9qZw+BEdNc/refaLvX51j/zCFWaQITWPwgwATxEEtY/JMq6QAuj1T+0NHsrlTXVPxtoVm/cyNQ/ZJlnMt1b1D9O/h0JnO3TP4NNOnksfdM/jFk0FbcJ0z9JJbADf5LSP6RDFsvmFtI/MSYvP3SW0T/lFZ910xDRP78XFa7YhdA/ngFDRwLrzz8bEU+L5b/OP7fiv7/1is0/KPwggxdNzD/2ezv4cgfLPz5oRrBru8k//jUJTJdqyD/OIHgmsxbHP3ANv2CZwcU/Iq3DqTVtxD9W7uQZehvDP4KWTHdUzsE/jtjSL6SHwD8hvEaXYpK+P4LmDiBJKbw/5+8D+QHXuT+JyL98PZ63P6UQOVFPgbU/l6EaYCqCsz/Tw3S9X6KxPx92JpZAxq8/QCUvpYGKrD88O0aAgJKpP0qnYDaf3qY/Pv2qprZupD8G9fTlKkKiP33urpQAWKA/dXUDpORdnT9cmYUNC4uaP6fGLK07NJg/3pu6Oh1Wlj/OH/HzU+2UPyalzgia9pM/L1OU1tFukz9p/gCmEVOTP905KNyooJM/xzaSxR5VlD/TTq1XK26VP9c3D3Sq6ZY/PtO8YorFmD9Bfvpbtv+aPwP3bxb+lZ0/O6ucsf1CoD8WtTl3e+ahP58p1Z/ms6M/TeQViWqppT/VANAI5MSnP81v1HnXA6o/zQ4E5mhjrD+hTUyrVuCuPyZRiHJ7u7A/XKh15psRsj9j36iWUXCzP/5lp3My1bQ/FQKHOao9tj8KiSKVAKe3Pw82R4pgDrk/vF+v7OBwuj/57xa1jcu7P00fLfVxG70/wwzbKKJdvj/tBWyhRo+/P3ph0ePSVsA/VvpM+hbbwD+p6iJTP1PBP20nn204vsE/R5vjNA8bwj9ZFbQX9GjCP5KfLIA9p8I/z0sOpGnVwj85TS6rH/PCP1X9FS4wAMM/zdDdEpX8wj8X6aHRcOjCPz3iiSwNxMI/WoY4admPwj9qRZkaaEzCP0yseYps+sE/AWBG0reawT9bT72xNS7BP1QElTHptcA/wJIeH+kywD8Aa8rZuEy/P4xtvwbtIr4/E00BGOfqvD8Bkr6AKae7PxoBr405Wro/R7+rS5gGuT99rwSuu663P/SaGwcIVbY/hJHv5cn7tD/UeDVrMKWzPzJrMihIU7I/EwWkmPYHsT/o7vyO7ImvP2c2MlinF60/lg4OldW7qj9Nl708y3ioP+YkaqZ2UKY/QSBek2BEpD/5zwLHrVWiP51WQxgihaA/Iq5ivkmmnT90g9QzjX+aP2WCFzqPlZc/4D2YPT/nlD9OGHzQC3OSPystCO3zNpA/eDwUVzFhjD8fWfkFnrqIP8oC02RidIU/vv4g9V6Igj8euV9sf+B/P37zbE8yS3s/oOLO5AREdz/hXbbiWL5zP/EjsefqrXA/lCAoqOYNbD/z2PEegXxnP75SwvaVkmM/NYtn74U8YD9niwvnZdBaP3tL1ioPClY/01R5O+wHUj/hmtnpwV1NP+Tf+m5pzUc/o5gnAtszQz++m0AIkdY+P2KlMVNSpTg/Y0eEBKeaMz8nIhGUVQovPxLvCRYydSg//L9jwAcuIz8m7kxKUfAdP21ApbtZQRc/xmkGoUv6ET/3pH5muqkLP5ukC65pLgU/y3k15wIkAD/gd6kGMnv4Pq/D9TILevI+UgUUn4DB6z5yIJmpSb/kPi4lzu0E3t4+mzSqMOPZ1j6gouVtytXQPgFncKSjr8g+grxaS/0Cwj52MaNdEii6Pn9dNi965rI+MvDS5Isuqz5bogZkh3OjPtDiQgAhtJs+B0778v+hkz60QUrG/rCLPg6TBNsab4M++kojjTAlez7YlNp0sd1yPlp9haKhGGo+Q6nUY/v1YT6vjuBAXppYPpmOg/bIxFA+LylI5iy/Rj5sR0C/q7Q+Pkx6w6GunzQ+FRJmt7WRKz6pvGGdQlYiPrD2T2IWRhg+LYP8W9r5Dz4ypzGSVPUEPvLpevH5Vvs9QFxjDb2+8T39efEKNuzmPQSd/flqd909FCmlxL/Y0j3VMm2Zpv3HPfM71JjPY749WXNUR2Mnsz2LcYckugaoPabkIpyr/Z09oDZ1AW2gkj3lONeFLAaHPYPnOGwVUnw9RDZf5yhVcT2AKkamqhxlPUW4b5Pzllk9nbuYVYjdTj1NVFOd+oVCPX4HE8rQHzY9ntY8pMZLKj3k7AEw+xkfPami4TJ5TRI96aY/0KZvBT2atK41u/v4PF9u4/2d+ew8PdVNDFm44Dw1KpZjzDPTPNmKzhD48cU8aBIWQgf1uDzNAZdLXj6sPBAArfd3zp88+OqQIWLSkTy1+F7fxN+DPH1/jm/lDXY8YjrjQ5haaDwgtquK/cJaPJ2aeol9Q008UExgUMnXPzxCI/IWcD0xPOtUPxWNkyI8zvJo1RvrEzy+yNIVu0AFPFFAou3UkPY72qGk0a3X5ztQnhmDdRHZO19MxoNZOso78DMXl5hOuzu2LjDIlkqsO8CHgWHxKp07drWNPJLsjTs6SHrQwYx+O+JdC2w3CW874DeyEydgXzs7dwmOTJBPO+MIyz/zmD87OocVk/p5LzsbIJfD1jMfO2FiogiOxw47cWPuNbI2/jo=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]}},\"selected\":{\"id\":\"2747\"},\"selection_policy\":{\"id\":\"2746\"}},\"id\":\"2733\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"x\":[0,1],\"y\":[0,1]},\"selected\":{\"id\":\"2836\"},\"selection_policy\":{\"id\":\"2835\"}},\"id\":\"2815\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"below\":[{\"id\":\"2589\"}],\"center\":[{\"id\":\"2591\"},{\"id\":\"2595\"},{\"id\":\"2670\"}],\"height\":315,\"left\":[{\"id\":\"2592\"}],\"min_border_bottom\":20,\"min_border_left\":20,\"min_border_right\":20,\"min_border_top\":20,\"renderers\":[{\"id\":\"2614\"},{\"id\":\"2620\"},{\"id\":\"2626\"},{\"id\":\"2632\"},{\"id\":\"2638\"},{\"id\":\"2644\"},{\"id\":\"2650\"},{\"id\":\"2676\"},{\"id\":\"2682\"},{\"id\":\"2688\"},{\"id\":\"2694\"}],\"title\":{\"id\":\"2579\"},\"toolbar\":{\"id\":\"2603\"},\"toolbar_location\":null,\"width\":320,\"x_range\":{\"id\":\"2581\"},\"x_scale\":{\"id\":\"2585\"},\"y_range\":{\"id\":\"2583\"},\"y_scale\":{\"id\":\"2587\"}},\"id\":\"2578\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"coordinates\":null,\"group\":null},\"id\":\"2783\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"2655\",\"type\":\"AllLabels\"},{\"attributes\":{\"source\":{\"id\":\"2776\"}},\"id\":\"2781\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2791\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"2657\",\"type\":\"CategoricalTickFormatter\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"blue\",\"hatch_alpha\":0.1,\"hatch_color\":\"blue\",\"line_alpha\":0.1,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2778\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"2712\",\"type\":\"BasicTicker\"},{\"attributes\":{\"end\":1.06,\"start\":-0.06},\"id\":\"2787\",\"type\":\"Range1d\"},{\"attributes\":{},\"id\":\"2707\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"2658\",\"type\":\"AllLabels\"},{\"attributes\":{\"x0\":{\"field\":\"group_name\"},\"x1\":{\"field\":\"group_name\"},\"y0\":{\"field\":\"upper\"},\"y1\":{\"field\":\"q3\"}},\"id\":\"2635\",\"type\":\"Segment\"},{\"attributes\":{},\"id\":\"2789\",\"type\":\"LinearScale\"},{\"attributes\":{\"end\":1.2499663087621824,\"start\":-0.2499914411060177},\"id\":\"2583\",\"type\":\"Range1d\"},{\"attributes\":{\"editor\":{\"id\":\"3139\"},\"field\":\"manw_pval\",\"formatter\":{\"id\":\"3138\"},\"title\":\"ManW P-Value\"},\"id\":\"2921\",\"type\":\"TableColumn\"},{\"attributes\":{},\"id\":\"2794\",\"type\":\"BasicTicker\"},{\"attributes\":{\"axis_label\":\"Class\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"2657\"},\"group\":null,\"major_label_policy\":{\"id\":\"2658\"},\"ticker\":{\"id\":\"2590\"}},\"id\":\"2589\",\"type\":\"CategoricalAxis\"},{\"attributes\":{\"data\":{\"ci\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"lowci\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"spec\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"uppci\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"x\":{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAGgGAaSAZlA/aAYBpIBmYD+ciQH2wJloP2gGAaSAZnA/AkgBzSCAdD+ciQH2wJl4PzbLAR9hs3w/aAYBpIBmgD81J4G4UHOCPwJIAc0ggIQ/z2iB4fCMhj+ciQH2wJmIP2mqgQqRpoo/NssBH2GzjD8D7IEzMcCOP2gGAaSAZpA/zhZBruhskT81J4G4UHOSP5w3wcK4eZM/AkgBzSCAlD9oWEHXiIaVP89ogeHwjJY/NnnB61iTlz+ciQH2wJmYPwKaQQApoJk/aaqBCpGmmj/QusEU+aybPzbLAR9hs5w/nNtBKcm5nT8D7IEzMcCeP2r8wT2Zxp8/aAYBpIBmoD+bDiGptOmgP84WQa7obKE/Ah9hsxzwoT81J4G4UHOiP2gvob2E9qI/nDfBwrh5oz/PP+HH7PyjPwJIAc0ggKQ/NVAh0lQDpT9oWEHXiIalP5xgYdy8CaY/z2iB4fCMpj8CcaHmJBCnPzZ5wetYk6c/aYHh8IwWqD+ciQH2wJmoP8+RIfv0HKk/AppBACmgqT82omEFXSOqP2mqgQqRpqo/nLKhD8Upqz/QusEU+ayrPwPD4RktMKw/NssBH2GzrD9p0yEklTatP5zbQSnJua0/0ONhLv08rj8D7IEzMcCuPzb0oThlQ68/avzBPZnGrz9OAnGh5iSwP2gGAaSAZrA/ggqRphqosD+bDiGptOmwP7USsatOK7E/zhZBruhssT/oGtGwgq6xPwIfYbMc8LE/GyPxtbYxsj81J4G4UHOyP08rEbvqtLI/aC+hvYT2sj+CMzHAHjizP5w3wcK4ebM/tTtRxVK7sz/PP+HH7PyzP+hDccqGPrQ/AkgBzSCAtD8cTJHPusG0PzVQIdJUA7U/T1Sx1O5EtT9oWEHXiIa1P4Jc0dkiyLU/nGBh3LwJtj+1ZPHeVku2P89ogeHwjLY/6WwR5IrOtj8CcaHmJBC3Pxx1Mem+Ubc/NnnB61iTtz9PfVHu8tS3P2mB4fCMFrg/goVx8yZYuD+ciQH2wJm4P7aNkfha27g/z5Eh+/QcuT/plbH9jl65PwKaQQApoLk/HJ7RAsPhuT82omEFXSO6P0+m8Qf3ZLo/aaqBCpGmuj+DrhENK+i6P5yyoQ/FKbs/trYxEl9ruz/QusEU+ay7P+m+UReT7rs/A8PhGS0wvD8cx3Ecx3G8PzbLAR9hs7w/UM+RIfv0vD9p0yEklTa9P4PXsSYveL0/nNtBKcm5vT+239ErY/u9P9DjYS79PL4/6efxMJd+vj8D7IEzMcC+Px3wETbLAb8/NvShOGVDvz9Q+DE7/4S/P2r8wT2Zxr8/QgApoBkEwD9OAnGh5iTAP1sEuaKzRcA/aAYBpIBmwD91CEmlTYfAP4IKkaYaqMA/jgzZp+fIwD+bDiGptOnAP6gQaaqBCsE/tRKxq04rwT/CFPmsG0zBP84WQa7obME/2xiJr7WNwT/oGtGwgq7BP/UcGbJPz8E/Ah9hsxzwwT8PIam06RDCPxsj8bW2McI/KCU5t4NSwj81J4G4UHPCP0IpybkdlMI/TysRu+q0wj9bLVm8t9XCP2gvob2E9sI/dTHpvlEXwz+CMzHAHjjDP481ecHrWMM/nDfBwrh5wz+oOQnEhZrDP7U7UcVSu8M/wj2Zxh/cwz/PP+HH7PzDP9xBKcm5HcQ/6ENxyoY+xD/1RbnLU1/EPwJIAc0ggMQ/D0pJzu2gxD8cTJHPusHEPyhO2dCH4sQ/NVAh0lQDxT9CUmnTISTFP09UsdTuRMU/XFb51btlxT9oWEHXiIbFP3VaidhVp8U/glzR2SLIxT+PXhnb7+jFP5xgYdy8CcY/qWKp3Ykqxj+1ZPHeVkvGP8JmOeAjbMY/z2iB4fCMxj/casniva3GP+lsEeSKzsY/9W5Z5Vfvxj8CcaHmJBDHPw9z6efxMMc/HHUx6b5Rxz8pd3nqi3LHPzZ5wetYk8c/QnsJ7SW0xz9PfVHu8tTHP1x/me+/9cc/aYHh8IwWyD92gynyWTfIP4KFcfMmWMg/j4e59PN4yD+ciQH2wJnIP6mLSfeNusg/to2R+FrbyD/Cj9n5J/zIP8+RIfv0HMk/3JNp/ME9yT/plbH9jl7JP/aX+f5bf8k/AppBACmgyT8PnIkB9sDJPxye0QLD4ck/KaAZBJACyj82omEFXSPKP0OkqQYqRMo/T6bxB/dkyj9cqDkJxIXKP2mqgQqRpso/dqzJC17Hyj+DrhENK+jKP4+wWQ74CMs/nLKhD8Upyz+ptOkQkkrLP7a2MRJfa8s/w7h5EyyMyz/QusEU+azLP9y8CRbGzcs/6b5RF5Puyz/2wJkYYA/MPwPD4RktMMw/EMUpG/pQzD8cx3Ecx3HMPynJuR2Uksw/NssBH2GzzD9DzUkgLtTMP1DPkSH79Mw/XNHZIsgVzT9p0yEklTbNP3bVaSViV80/g9exJi94zT+Q2fkn/JjNP5zbQSnJuc0/qd2JKpbazT+239ErY/vNP8PhGS0wHM4/0ONhLv08zj/d5akvyl3OP+nn8TCXfs4/9uk5MmSfzj8D7IEzMcDOPxDuyTT+4M4/HfARNssBzz8p8lk3mCLPPzb0oThlQ88/Q/bpOTJkzz9Q+DE7/4TPP136eTzMpc8/avzBPZnGzz92/gk/ZufPP0IAKaAZBNA/SAHNIIAU0D9OAnGh5iTQP1UDFSJNNdA/WwS5orNF0D9iBV0jGlbQP2gGAaSAZtA/bgelJOd20D91CEmlTYfQP3sJ7SW0l9A/ggqRphqo0D+ICzUngbjQP44M2afnyNA/lQ19KE7Z0D+bDiGptOnQP6IPxSkb+tA/qBBpqoEK0T+uEQ0r6BrRP7USsatOK9E/uxNVLLU70T/CFPmsG0zRP8gVnS2CXNE/zhZBruhs0T/VF+UuT33RP9sYia+1jdE/4hktMBye0T/oGtGwgq7RP+8bdTHpvtE/9RwZsk/P0T/7Hb0ytt/RPwIfYbMc8NE/CCAFNIMA0j8PIam06RDSPxUiTTVQIdI/GyPxtbYx0j8iJJU2HULSPyglObeDUtI/LybdN+pi0j81J4G4UHPSPzsoJTm3g9I/QinJuR2U0j9IKm06hKTSP08rEbvqtNI/VSy1O1HF0j9bLVm8t9XSP2Iu/Twe5tI/aC+hvYT20j9vMEU+6wbTP3Ux6b5RF9M/ezKNP7gn0z+CMzHAHjjTP4g01UCFSNM/jzV5wetY0z+VNh1CUmnTP5w3wcK4edM/ojhlQx+K0z+oOQnEhZrTP686rUTsqtM/tTtRxVK70z+8PPVFucvTP8I9mcYf3NM/yD49R4bs0z/PP+HH7PzTP9VAhUhTDdQ/3EEpybkd1D/iQs1JIC7UP+hDccqGPtQ/70QVS+1O1D/1RbnLU1/UP/xGXUy6b9Q/AkgBzSCA1D8ISaVNh5DUPw9KSc7toNQ/FUvtTlSx1D8cTJHPusHUPyJNNVAh0tQ/KE7Z0Ifi1D8vT31R7vLUPzVQIdJUA9U/PFHFUrsT1T9CUmnTISTVP0hTDVSINNU/T1Sx1O5E1T9VVVVVVVXVP1xW+dW7ZdU/YledViJ21T9oWEHXiIbVP29Z5VfvltU/dVqJ2FWn1T98Wy1ZvLfVP4Jc0dkiyNU/iV11WonY1T+PXhnb7+jVP5VfvVtW+dU/nGBh3LwJ1j+iYQVdIxrWP6liqd2JKtY/r2NNXvA61j+1ZPHeVkvWP7xllV+9W9Y/wmY54CNs1j/JZ91ginzWP89ogeHwjNY/1WklYled1j/casniva3WP+JrbWMkvtY/6WwR5IrO1j/vbbVk8d7WP/VuWeVX79Y//G/9Zb7/1j8CcaHmJBDXPwlyRWeLINc/D3Pp5/Ew1z8VdI1oWEHXPxx1Mem+Udc/InbVaSVi1z8pd3nqi3LXPy94HWvygtc/NnnB61iT1z88emVsv6PXP0J7Ce0ltNc/SXytbYzE1z9PfVHu8tTXP1Z+9W5Z5dc/XH+Z77/11z9igD1wJgbYP2mB4fCMFtg/b4KFcfMm2D92gynyWTfYP3yEzXLAR9g/goVx8yZY2D+JhhV0jWjYP4+HufTzeNg/lohddVqJ2D+ciQH2wJnYP6KKpXYnqtg/qYtJ94262D+vjO139MrYP7aNkfha29g/vI41ecHr2D/Cj9n5J/zYP8mQfXqODNk/z5Eh+/Qc2T/WksV7Wy3ZP9yTafzBPdk/4pQNfShO2T/plbH9jl7ZP++WVX71btk/9pf5/lt/2T/8mJ1/wo/ZPwKaQQApoNk/CZvlgI+w2T8PnIkB9sDZPxadLYJc0dk/HJ7RAsPh2T8jn3WDKfLZPymgGQSQAto/L6G9hPYS2j82omEFXSPaPzyjBYbDM9o/Q6SpBipE2j9JpU2HkFTaP0+m8Qf3ZNo/VqeViF112j9cqDkJxIXaP2Op3Ykqlto/aaqBCpGm2j9vqyWL97baP3asyQtex9o/fK1tjMTX2j+DrhENK+jaP4mvtY2R+No/j7BZDvgI2z+Wsf2OXhnbP5yyoQ/FKds/o7NFkCs62z+ptOkQkkrbP6+1jZH4Wts/trYxEl9r2z+8t9WSxXvbP8O4eRMsjNs/ybkdlJKc2z/QusEU+azbP9a7ZZVfvds/3LwJFsbN2z/jva2WLN7bP+m+UReT7ts/8L/1l/n+2z/2wJkYYA/cP/zBPZnGH9w/A8PhGS0w3D8JxIWak0DcPxDFKRv6UNw/FsbNm2Bh3D8cx3Ecx3HcPyPIFZ0tgtw/Kcm5HZSS3D8wyl2e+qLcPzbLAR9hs9w/PMyln8fD3D9DzUkgLtTcP0nO7aCU5Nw/UM+RIfv03D9W0DWiYQXdP1zR2SLIFd0/Y9J9oy4m3T9p0yEklTbdP3DUxaT7Rt0/dtVpJWJX3T981g2myGfdP4PXsSYveN0/idhVp5WI3T+Q2fkn/JjdP5banahiqd0/nNtBKcm53T+j3OWpL8rdP6ndiSqW2t0/sN4tq/zq3T+239ErY/vdP73gdazJC94/w+EZLTAc3j/J4r2tlizeP9DjYS79PN4/1uQFr2NN3j/d5akvyl3eP+PmTbAwbt4/6efxMJd+3j/w6JWx/Y7eP/bpOTJkn94//erdssqv3j8D7IEzMcDePwntJbSX0N4/EO7JNP7g3j8W7221ZPHePx3wETbLAd8/I/G1tjES3z8p8lk3mCLfPzDz/bf+Mt8/NvShOGVD3z899UW5y1PfP0P26TkyZN8/SfeNuph03z9Q+DE7/4TfP1b51btlld8/Xfp5PMyl3z9j+x29MrbfP2r8wT2Zxt8/cP1lvv/W3z92/gk/ZuffP33/rb/M998/QgApoBkE4D/FAHvgTAzgP0gBzSCAFOA/ywEfYbMc4D9OAnGh5iTgP9ICw+EZLeA/VQMVIk014D/YA2digD3gP1sEuaKzReA/3gQL4+ZN4D9iBV0jGlbgP+UFr2NNXuA/aAYBpIBm4D/rBlPks27gP24HpSTnduA/8gf3ZBp/4D91CEmlTYfgP/gIm+WAj+A/ewntJbSX4D/+CT9m55/gP4IKkaYaqOA/BQvj5k2w4D+ICzUngbjgPwsMh2e0wOA/jgzZp+fI4D8SDSvoGtHgP5UNfShO2eA/GA7PaIHh4D+bDiGptOngPx4Pc+nn8eA/og/FKRv64D8lEBdqTgLhP6gQaaqBCuE/KxG76rQS4T+uEQ0r6BrhPzISX2sbI+E/tRKxq04r4T84EwPsgTPhP7sTVSy1O+E/PhSnbOhD4T/CFPmsG0zhP0UVS+1OVOE/yBWdLYJc4T9LFu9ttWThP84WQa7obOE/UheT7ht14T/VF+UuT33hP1gYN2+CheE/2xiJr7WN4T9fGdvv6JXhP+IZLTAcnuE/ZRp/cE+m4T/oGtGwgq7hP2sbI/G1tuE/7xt1Mem+4T9yHMdxHMfhP/UcGbJPz+E/eB1r8oLX4T/7Hb0ytt/hP38eD3Pp5+E/Ah9hsxzw4T+FH7PzT/jhPwggBTSDAOI/iyBXdLYI4j8PIam06RDiP5Ih+/QcGeI/FSJNNVAh4j+YIp91gyniPxsj8bW2MeI/nyND9uk54j8iJJU2HULiP6Uk53ZQSuI/KCU5t4NS4j+rJYv3tlriPy8m3TfqYuI/siYveB1r4j81J4G4UHPiP7gn0/iDe+I/OyglObeD4j+/KHd56oviP0IpybkdlOI/xSkb+lCc4j9IKm06hKTiP8sqv3q3rOI/TysRu+q04j/SK2P7Hb3iP1UstTtRxeI/2CwHfITN4j9bLVm8t9XiP98tq/zq3eI/Yi79PB7m4j/lLk99Ue7iP2gvob2E9uI/6y/z/bf+4j9vMEU+6wbjP/Iwl34eD+M/dTHpvlEX4z/4MTv/hB/jP3syjT+4J+M//zLff+sv4z+CMzHAHjjjPwU0gwBSQOM/iDTVQIVI4z8LNSeBuFDjP481ecHrWOM/EjbLAR9h4z+VNh1CUmnjPxg3b4KFceM/nDfBwrh54z8fOBMD7IHjP6I4ZUMfiuM/JTm3g1KS4z+oOQnEhZrjPyw6WwS5ouM/rzqtROyq4z8yO/+EH7PjP7U7UcVSu+M/ODyjBYbD4z+8PPVFucvjPz89R4bs0+M/wj2Zxh/c4z9FPusGU+TjP8g+PUeG7OM/TD+Ph7n04z/PP+HH7PzjP1JAMwggBeQ/1UCFSFMN5D9YQdeIhhXkP9xBKcm5HeQ/X0J7Ce0l5D/iQs1JIC7kP2VDH4pTNuQ/6ENxyoY+5D9sRMMKukbkP+9EFUvtTuQ/ckVniyBX5D/1RbnLU1/kP3hGCwyHZ+Q//EZdTLpv5D9/R6+M7XfkPwJIAc0ggOQ/hUhTDVSI5D8ISaVNh5DkP4xJ9426mOQ/D0pJzu2g5D+SSpsOIankPxVL7U5UseQ/mEs/j4e55D8cTJHPusHkP59M4w/uyeQ/Ik01UCHS5D+lTYeQVNrkPyhO2dCH4uQ/rE4rEbvq5D8vT31R7vLkP7JPz5Eh++Q/NVAh0lQD5T+4UHMSiAvlPzxRxVK7E+U/v1EXk+4b5T9CUmnTISTlP8VSuxNVLOU/SFMNVIg05T/MU1+UuzzlP09UsdTuROU/0lQDFSJN5T9VVVVVVVXlP9hVp5WIXeU/XFb51btl5T/fVksW723lP2JXnVYiduU/5VfvllV+5T9oWEHXiIblP+xYkxe8juU/b1nlV++W5T/yWTeYIp/lP3VaidhVp+U/+VrbGImv5T98Wy1ZvLflP/9bf5nvv+U/glzR2SLI5T8FXSMaVtDlP4lddVqJ2OU/DF7Hmrzg5T+PXhnb7+jlPxJfaxsj8eU/lV+9W1b55T8ZYA+ciQHmP5xgYdy8CeY/H2GzHPAR5j+iYQVdIxrmPyViV51WIuY/qWKp3Ykq5j8sY/sdvTLmP69jTV7wOuY/MmSfniND5j+1ZPHeVkvmPzllQx+KU+Y/vGWVX71b5j8/Zuef8GPmP8JmOeAjbOY/RWeLIFd05j/JZ91ginzmP0xoL6G9hOY/z2iB4fCM5j9SadMhJJXmP9VpJWJXneY/WWp3ooql5j/casniva3mP19rGyPxteY/4mttYyS+5j9lbL+jV8bmP+lsEeSKzuY/bG1jJL7W5j/vbbVk8d7mP3JuB6Uk5+Y/9W5Z5Vfv5j95b6sli/fmP/xv/WW+/+Y/f3BPpvEH5z8CcaHmJBDnP4Vx8yZYGOc/CXJFZ4sg5z+McpenvijnPw9z6efxMOc/knM7KCU55z8VdI1oWEHnP5l036iLSec/HHUx6b5R5z+fdYMp8lnnPyJ21WklYuc/pXYnqlhq5z8pd3nqi3LnP6x3yyq/euc/L3gda/KC5z+yeG+rJYvnPzZ5wetYk+c/uXkTLIyb5z88emVsv6PnP796t6zyq+c/QnsJ7SW05z/Ge1stWbznP0l8rW2MxOc/zHz/rb/M5z9PfVHu8tTnP9J9oy4m3ec/Vn71blnl5z/ZfkevjO3nP1x/me+/9ec/33/rL/P95z9igD1wJgboP+aAj7BZDug/aYHh8IwW6D/sgTMxwB7oP2+ChXHzJug/8oLXsSYv6D92gynyWTfoP/mDezKNP+g/fITNcsBH6D//hB+z80/oP4KFcfMmWOg/BobDM1pg6D+JhhV0jWjoPwyHZ7TAcOg/j4e59PN46D8SiAs1J4HoP5aIXXVaieg/GYmvtY2R6D+ciQH2wJnoPx+KUzb0oeg/ooqldieq6D8mi/e2WrLoP6mLSfeNuug/LIybN8HC6D+vjO139MroPzKNP7gn0+g/to2R+Frb6D85juM4juPoP7yONXnB6+g/P4+HufTz6D/Cj9n5J/zoP0aQKzpbBOk/yZB9eo4M6T9Mkc+6wRTpP8+RIfv0HOk/UpJzOygl6T/WksV7Wy3pP1mTF7yONek/3JNp/ME96T9flLs89UXpP+KUDX0oTuk/ZpVfvVtW6T/plbH9jl7pP2yWAz7CZuk/75ZVfvVu6T9yl6e+KHfpP/aX+f5bf+k/eZhLP4+H6T/8mJ1/wo/pP3+Z77/1l+k/AppBACmg6T+GmpNAXKjpPwmb5YCPsOk/jJs3wcK46T8PnIkB9sDpP5Oc20Epyek/Fp0tglzR6T+ZnX/Cj9npPxye0QLD4ek/n54jQ/bp6T8jn3WDKfLpP6afx8Nc+uk/KaAZBJAC6j+soGtEwwrqPy+hvYT2Euo/s6EPxSkb6j82omEFXSPqP7mis0WQK+o/PKMFhsMz6j+/o1fG9jvqP0OkqQYqROo/xqT7Rl1M6j9JpU2HkFTqP8yln8fDXOo/T6bxB/dk6j/TpkNIKm3qP1anlYhddeo/2afnyJB96j9cqDkJxIXqP9+oi0n3jeo/Y6ndiSqW6j/mqS/KXZ7qP2mqgQqRpuo/7KrTSsSu6j9vqyWL97bqP/Ord8sqv+o/dqzJC17H6j/5rBtMkc/qP3ytbYzE1+o//62/zPff6j+DrhENK+jqPwavY01e8Oo/ia+1jZH46j8MsAfOxADrP4+wWQ74COs/E7GrTisR6z+Wsf2OXhnrPxmyT8+RIes/nLKhD8Up6z8fs/NP+DHrP6OzRZArOus/JrSX0F5C6z+ptOkQkkrrPyy1O1HFUus/r7WNkfha6z8ztt/RK2PrP7a2MRJfa+s/ObeDUpJz6z+8t9WSxXvrPz+4J9P4g+s/w7h5EyyM6z9GuctTX5TrP8m5HZSSnOs/TLpv1MWk6z/QusEU+azrP1O7E1Ustes/1rtllV+96z9ZvLfVksXrP9y8CRbGzes/YL1bVvnV6z/jva2WLN7rP2a+/9Zf5us/6b5RF5Pu6z9sv6NXxvbrP/C/9Zf5/us/c8BH2CwH7D/2wJkYYA/sP3nB61iTF+w//ME9mcYf7D+Awo/Z+SfsPwPD4RktMOw/hsMzWmA47D8JxIWak0DsP4zE19rGSOw/EMUpG/pQ7D+TxXtbLVnsPxbGzZtgYew/mcYf3JNp7D8cx3Ecx3HsP6DHw1z6eew/I8gVnS2C7D+myGfdYIrsPynJuR2Ukuw/rMkLXsea7D8wyl2e+qLsP7PKr94tq+w/NssBH2Gz7D+5y1NflLvsPzzMpZ/Hw+w/wMz33/rL7D9DzUkgLtTsP8bNm2Bh3Ow/Sc7toJTk7D/Mzj/hx+zsP1DPkSH79Ow/08/jYS797D9W0DWiYQXtP9nQh+KUDe0/XNHZIsgV7T/g0Stj+x3tP2PSfaMuJu0/5tLP42Eu7T9p0yEklTbtP+zTc2TIPu0/cNTFpPtG7T/z1BflLk/tP3bVaSViV+0/+dW7ZZVf7T981g2myGftPwDXX+b7b+0/g9exJi947T8G2ANnYoDtP4nYVaeViO0/DNmn58iQ7T+Q2fkn/JjtPxPaS2gvoe0/ltqdqGKp7T8Z2+/olbHtP5zbQSnJue0/INyTafzB7T+j3OWpL8rtPybdN+pi0u0/qd2JKpba7T8t3ttqyeLtP7DeLav86u0/M99/6y/z7T+239ErY/vtPzngI2yWA+4/veB1rMkL7j9A4cfs/BPuP8PhGS0wHO4/RuJrbWMk7j/J4r2tlizuP03jD+7JNO4/0ONhLv087j9T5LNuMEXuP9bkBa9jTe4/WeVX75ZV7j/d5akvyl3uP2Dm+2/9Ze4/4+ZNsDBu7j9m55/wY3buP+nn8TCXfu4/behDccqG7j/w6JWx/Y7uP3Pp5/Ewl+4/9uk5MmSf7j956otyl6fuP/3q3bLKr+4/gOsv8/237j8D7IEzMcDuP4bs03NkyO4/Ce0ltJfQ7j+N7Xf0ytjuPxDuyTT+4O4/k+4bdTHp7j8W7221ZPHuP5nvv/WX+e4/HfARNssB7z+g8GN2/gnvPyPxtbYxEu8/pvEH92Qa7z8p8lk3mCLvP63yq3fLKu8/MPP9t/4y7z+z80/4MTvvPzb0oThlQ+8/ufTzeJhL7z899UW5y1PvP8D1l/n+W+8/Q/bpOTJk7z/G9jt6ZWzvP0n3jbqYdO8/zfff+st87z9Q+DE7/4TvP9P4g3syje8/VvnVu2WV7z/Z+Sf8mJ3vP136eTzMpe8/4PrLfP+t7z9j+x29MrbvP+b7b/1lvu8/avzBPZnG7z/t/BN+zM7vP3D9Zb7/1u8/8/23/jLf7z92/gk/ZufvP/r+W3+Z7+8/ff+tv8z37z8AAAAAAADwPwAAAAAAAPA/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]}},\"selected\":{\"id\":\"2838\"},\"selection_policy\":{\"id\":\"2837\"}},\"id\":\"2821\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2587\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis_label\":\"1-Specificity\",\"coordinates\":null,\"formatter\":{\"id\":\"2833\"},\"group\":null,\"major_label_policy\":{\"id\":\"2834\"},\"ticker\":{\"id\":\"2794\"}},\"id\":\"2793\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"2585\",\"type\":\"CategoricalScale\"},{\"attributes\":{\"axis\":{\"id\":\"2793\"},\"coordinates\":null,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"2796\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"2590\",\"type\":\"CategoricalTicker\"},{\"attributes\":{},\"id\":\"2802\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"axis\":{\"id\":\"2589\"},\"coordinates\":null,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"2591\",\"type\":\"Grid\"},{\"attributes\":{\"axis_label\":\"Sensitivity\",\"coordinates\":null,\"formatter\":{\"id\":\"2830\"},\"group\":null,\"major_label_policy\":{\"id\":\"2831\"},\"ticker\":{\"id\":\"2798\"}},\"id\":\"2797\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"2597\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"axis\":{\"id\":\"2797\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"2800\",\"type\":\"Grid\"},{\"attributes\":{\"axis_label\":\"Median Predicted Score\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"2654\"},\"group\":null,\"major_label_policy\":{\"id\":\"2655\"},\"ticker\":{\"id\":\"2593\"}},\"id\":\"2592\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"2798\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"2659\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"axis\":{\"id\":\"2592\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"2595\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"2593\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"2806\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"2660\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2801\",\"type\":\"PanTool\"},{\"attributes\":{\"editor\":{\"id\":\"3141\"},\"field\":\"R2\",\"formatter\":{\"id\":\"3140\"},\"title\":\"R\\u00b2\"},\"id\":\"2922\",\"type\":\"TableColumn\"},{\"attributes\":{},\"id\":\"2601\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"2724\",\"type\":\"HelpTool\"},{\"attributes\":{\"overlay\":{\"id\":\"2807\"}},\"id\":\"2803\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"2596\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"2804\",\"type\":\"SaveTool\"},{\"attributes\":{\"overlay\":{\"id\":\"2602\"}},\"id\":\"2598\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"2805\",\"type\":\"ResetTool\"},{\"attributes\":{\"data\":{\"height\":[5],\"width\":[5],\"x\":[10],\"y\":[20]},\"selected\":{\"id\":\"2864\"},\"selection_policy\":{\"id\":\"2863\"}},\"id\":\"2846\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2599\",\"type\":\"SaveTool\"},{\"attributes\":{\"columns\":[{\"id\":\"2920\"},{\"id\":\"2921\"},{\"id\":\"2922\"},{\"id\":\"2923\"}],\"height\":90,\"source\":{\"id\":\"2924\"},\"view\":{\"id\":\"2927\"},\"width\":950},\"id\":\"2925\",\"type\":\"DataTable\"},{\"attributes\":{\"callback\":null,\"renderers\":[{\"id\":\"2826\"}],\"tooltips\":[[\"Specificity\",\"@spec{1.111}\"],[\"Sensitivity\",\"@y{1.111} (+/- @ci{1.111})\"]]},\"id\":\"2842\",\"type\":\"HoverTool\"},{\"attributes\":{},\"id\":\"2600\",\"type\":\"ResetTool\"},{\"attributes\":{\"data\":{\"R2\":[[\"0.75 (0.69, 0.88)\"],[\"0.28 (-0.09, 0.42)\"]],\"auc\":[[\"0.98 (0.95, 1.0)\"],[\"0.82 (0.66, 0.9)\"]],\"evaluate\":[[\"Train (IB 95% CI)\"],[\"Test (OOB 95% CI)\"]],\"manw_pval\":[[\"1.86e-26\"],[\"4.07e-07\"]]},\"selected\":{\"id\":\"3145\"},\"selection_policy\":{\"id\":\"3144\"}},\"id\":\"2924\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"height\":[5],\"width\":[5],\"x\":[10],\"y\":[20]},\"selected\":{\"id\":\"2917\"},\"selection_policy\":{\"id\":\"2916\"}},\"id\":\"2895\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2576\"},\"glyph\":{\"id\":\"2673\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2675\"},\"nonselection_glyph\":{\"id\":\"2674\"},\"view\":{\"id\":\"2677\"}},\"id\":\"2676\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"base\":{\"field\":\"x\"},\"coordinates\":null,\"fill_alpha\":0.1,\"fill_color\":\"green\",\"group\":null,\"level\":\"underlay\",\"line_color\":\"black\",\"line_width\":0.5,\"lower\":{\"field\":\"lowci\"},\"source\":{\"id\":\"2821\"},\"upper\":{\"field\":\"uppci\"}},\"id\":\"2844\",\"type\":\"Band\"},{\"attributes\":{},\"id\":\"2744\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"2807\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"bottom\":{\"field\":\"q2\"},\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"field\":\"color\"},\"hatch_alpha\":{\"value\":0.2},\"line_alpha\":{\"value\":0.2},\"top\":{\"field\":\"q1\"},\"width\":{\"value\":0.1},\"x\":{\"field\":\"group_name\"}},\"id\":\"2675\",\"type\":\"VBar\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"2602\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2815\"},\"glyph\":{\"id\":\"2816\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2818\"},\"nonselection_glyph\":{\"id\":\"2817\"},\"view\":{\"id\":\"2820\"}},\"id\":\"2819\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"bottom\":{\"field\":\"q2\"},\"fill_alpha\":{\"value\":0.8},\"fill_color\":{\"field\":\"color\"},\"hatch_alpha\":{\"value\":0.8},\"line_alpha\":{\"value\":0.8},\"top\":{\"field\":\"q1\"},\"width\":{\"value\":0.1},\"x\":{\"field\":\"group_name\"}},\"id\":\"2673\",\"type\":\"VBar\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2846\"},\"glyph\":{\"id\":\"2847\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2849\"},\"nonselection_glyph\":{\"id\":\"2848\"},\"view\":{\"id\":\"2851\"}},\"id\":\"2850\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"2924\"}},\"id\":\"2927\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.7,\"line_color\":\"green\",\"line_width\":2.5,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2823\",\"type\":\"Line\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"hatch_alpha\":{\"value\":0.1},\"height\":{\"value\":0.001},\"line_alpha\":{\"value\":0.1},\"width\":{\"value\":0.05},\"x\":{\"field\":\"group_name\"},\"y\":{\"field\":\"lower\"}},\"id\":\"2680\",\"type\":\"Rect\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"green\"},\"hatch_alpha\":{\"value\":0.1},\"hatch_color\":{\"value\":\"green\"},\"height\":{\"field\":\"height\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"grey\"},\"line_width\":{\"value\":0.5},\"width\":{\"field\":\"width\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2848\",\"type\":\"Rect\"},{\"attributes\":{\"axis\":{\"id\":\"2715\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"2718\",\"type\":\"Grid\"},{\"attributes\":{\"children\":[{\"id\":\"2925\"}],\"height\":95,\"width\":950},\"id\":\"2928\",\"type\":\"WidgetBox\"},{\"attributes\":{},\"id\":\"2747\",\"type\":\"Selection\"},{\"attributes\":{\"bottom\":{\"field\":\"q2\"},\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"field\":\"color\"},\"hatch_alpha\":{\"value\":0.1},\"line_alpha\":{\"value\":0.1},\"top\":{\"field\":\"q1\"},\"width\":{\"value\":0.1},\"x\":{\"field\":\"group_name\"}},\"id\":\"2674\",\"type\":\"VBar\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"green\"},\"hatch_color\":{\"value\":\"green\"},\"height\":{\"field\":\"height\"},\"line_color\":{\"value\":\"grey\"},\"line_width\":{\"value\":0.5},\"width\":{\"field\":\"width\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2847\",\"type\":\"Rect\"},{\"attributes\":{},\"id\":\"2836\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"green\"},\"hatch_alpha\":{\"value\":0.2},\"hatch_color\":{\"value\":\"green\"},\"height\":{\"field\":\"height\"},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"grey\"},\"line_width\":{\"value\":0.5},\"width\":{\"field\":\"width\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2849\",\"type\":\"Rect\"},{\"attributes\":{\"toolbars\":[{\"id\":\"2603\"},{\"id\":\"2726\"},{\"id\":\"2808\"}],\"tools\":[{\"id\":\"2596\"},{\"id\":\"2597\"},{\"id\":\"2598\"},{\"id\":\"2599\"},{\"id\":\"2600\"},{\"id\":\"2601\"},{\"id\":\"2696\"},{\"id\":\"2698\"},{\"id\":\"2719\"},{\"id\":\"2720\"},{\"id\":\"2721\"},{\"id\":\"2722\"},{\"id\":\"2723\"},{\"id\":\"2724\"},{\"id\":\"2801\"},{\"id\":\"2802\"},{\"id\":\"2803\"},{\"id\":\"2804\"},{\"id\":\"2805\"},{\"id\":\"2806\"},{\"id\":\"2842\"},{\"id\":\"2891\"}]},\"id\":\"2987\",\"type\":\"ProxyToolbar\"},{\"attributes\":{\"children\":[{\"id\":\"2988\"},{\"id\":\"2986\"}]},\"id\":\"2989\",\"type\":\"Column\"},{\"attributes\":{\"fill_color\":{\"value\":\"#1f77b4\"},\"height\":{\"value\":0.001},\"width\":{\"value\":0.05},\"x\":{\"field\":\"group_name\"},\"y\":{\"field\":\"lower\"}},\"id\":\"2679\",\"type\":\"Rect\"},{\"attributes\":{},\"id\":\"2716\",\"type\":\"BasicTicker\"},{\"attributes\":{\"source\":{\"id\":\"2576\"}},\"id\":\"2677\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"2821\"}},\"id\":\"2827\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"2846\"}},\"id\":\"2851\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"IB (95% CI)\"},\"renderers\":[{\"id\":\"2850\"}]},\"id\":\"2866\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"2661\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2576\"},\"glyph\":{\"id\":\"2679\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2681\"},\"nonselection_glyph\":{\"id\":\"2680\"},\"view\":{\"id\":\"2683\"}},\"id\":\"2682\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2662\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"2576\"}},\"id\":\"2683\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"hatch_alpha\":{\"value\":0.1},\"height\":{\"value\":0.001},\"line_alpha\":{\"value\":0.1},\"width\":{\"value\":0.05},\"x\":{\"field\":\"group_name\"},\"y\":{\"field\":\"upper\"}},\"id\":\"2686\",\"type\":\"Rect\"},{\"attributes\":{\"children\":[[{\"id\":\"2578\"},0,0],[{\"id\":\"2700\"},0,1],[{\"id\":\"2782\"},0,2]]},\"id\":\"2986\",\"type\":\"GridBox\"},{\"attributes\":{\"children\":[{\"id\":\"2928\"}]},\"id\":\"2990\",\"type\":\"Row\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"#1f77b4\"},\"hatch_alpha\":{\"value\":0.2},\"height\":{\"value\":0.001},\"line_alpha\":{\"value\":0.2},\"width\":{\"value\":0.05},\"x\":{\"field\":\"group_name\"},\"y\":{\"field\":\"lower\"}},\"id\":\"2681\",\"type\":\"Rect\"},{\"attributes\":{\"line_alpha\":0.2,\"line_dash\":[6],\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2818\",\"type\":\"Line\"},{\"attributes\":{\"axis\":{\"id\":\"2711\"},\"coordinates\":null,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"2714\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"green\",\"line_width\":2.5,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2825\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2746\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2709\",\"type\":\"LinearScale\"},{\"attributes\":{\"fill_color\":{\"value\":\"#1f77b4\"},\"height\":{\"value\":0.001},\"width\":{\"value\":0.05},\"x\":{\"field\":\"group_name\"},\"y\":{\"field\":\"upper\"}},\"id\":\"2685\",\"type\":\"Rect\"},{\"attributes\":{\"label\":{\"value\":\"Train\"},\"renderers\":[{\"id\":\"2826\"}]},\"id\":\"2841\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2576\"},\"glyph\":{\"id\":\"2685\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2687\"},\"nonselection_glyph\":{\"id\":\"2686\"},\"view\":{\"id\":\"2689\"}},\"id\":\"2688\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"toolbar\":{\"id\":\"2987\"},\"toolbar_location\":\"above\"},\"id\":\"2988\",\"type\":\"ToolbarBox\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2821\"},\"glyph\":{\"id\":\"2823\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2825\"},\"nonselection_glyph\":{\"id\":\"2824\"},\"view\":{\"id\":\"2827\"}},\"id\":\"2826\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[120]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[120]}},\"selected\":{\"id\":\"2662\"},\"selection_policy\":{\"id\":\"2661\"}},\"id\":\"2616\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2864\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.2,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.2,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2619\",\"type\":\"Patch\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"2841\"},{\"id\":\"2866\"},{\"id\":\"2890\"},{\"id\":\"2919\"}],\"location\":\"bottom_right\",\"visible\":true},\"id\":\"2840\",\"type\":\"Legend\"},{\"attributes\":{\"source\":{\"id\":\"2576\"}},\"id\":\"2689\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"renderers\":[{\"id\":\"2872\"}],\"tooltips\":[[\"Specificity\",\"@spec{1.111}\"],[\"Sensitivity\",\"@y{1.111} (+/- @ci{1.111})\"]]},\"id\":\"2891\",\"type\":\"HoverTool\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"red\"},\"hatch_alpha\":{\"value\":0.1},\"hatch_color\":{\"value\":\"red\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"red\"},\"x\":{\"field\":\"outx\"},\"y\":{\"field\":\"outy\"}},\"id\":\"2692\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"#1f77b4\"},\"hatch_alpha\":{\"value\":0.2},\"height\":{\"value\":0.001},\"line_alpha\":{\"value\":0.2},\"width\":{\"value\":0.05},\"x\":{\"field\":\"group_name\"},\"y\":{\"field\":\"upper\"}},\"id\":\"2687\",\"type\":\"Rect\"},{\"attributes\":{},\"id\":\"2741\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"2917\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.2,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.2,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2613\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"2722\",\"type\":\"SaveTool\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.4},\"fill_color\":{\"value\":\"red\"},\"hatch_color\":{\"value\":\"red\"},\"line_color\":{\"value\":\"red\"},\"x\":{\"field\":\"outx\"},\"y\":{\"field\":\"outy\"}},\"id\":\"2691\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":0.3,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.3,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.3,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2611\",\"type\":\"Patch\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2577\"},\"glyph\":{\"id\":\"2691\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2693\"},\"nonselection_glyph\":{\"id\":\"2692\"},\"view\":{\"id\":\"2695\"}},\"id\":\"2694\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"2750\"},{\"id\":\"2769\"}],\"visible\":false},\"id\":\"2749\",\"type\":\"Legend\"},{\"attributes\":{\"callback\":null,\"renderers\":[{\"id\":\"2694\"}],\"tooltips\":[[\"Index\",\"@outidx\"],[\"Median Predicted Score\",\"@outy\"]]},\"id\":\"2698\",\"type\":\"HoverTool\"},{\"attributes\":{},\"id\":\"2719\",\"type\":\"PanTool\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"red\"},\"hatch_alpha\":{\"value\":0.2},\"hatch_color\":{\"value\":\"red\"},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"red\"},\"x\":{\"field\":\"outx\"},\"y\":{\"field\":\"outy\"}},\"id\":\"2693\",\"type\":\"Circle\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[120]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[120]}},\"selected\":{\"id\":\"2660\"},\"selection_policy\":{\"id\":\"2659\"}},\"id\":\"2610\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2663\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2622\"},\"glyph\":{\"id\":\"2623\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2625\"},\"nonselection_glyph\":{\"id\":\"2624\"},\"view\":{\"id\":\"2627\"}},\"id\":\"2626\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"2577\"}},\"id\":\"2695\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"renderers\":[{\"id\":\"2638\"},{\"id\":\"2644\"},{\"id\":\"2650\"},{\"id\":\"2676\"}],\"tooltips\":[[\"Upper\",\"@upper{1.11}\"],[\"Q3\",\"@q3{1.11}\"],[\"Median\",\"@q2{1.11}\"],[\"Q1\",\"@q1{1.11}\"],[\"Lower\",\"@lower{1.11}\"]]},\"id\":\"2696\",\"type\":\"HoverTool\"},{\"attributes\":{\"source\":{\"id\":\"2610\"}},\"id\":\"2615\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2863\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":{\"value\":0.2},\"x0\":{\"field\":\"group_name\"},\"x1\":{\"field\":\"group_name\"},\"y0\":{\"field\":\"upper\"},\"y1\":{\"field\":\"q3\"}},\"id\":\"2637\",\"type\":\"Segment\"},{\"attributes\":{},\"id\":\"2664\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.1,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.1,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2612\",\"type\":\"Patch\"},{\"attributes\":{\"fill_alpha\":0.3,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.3,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.3,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2623\",\"type\":\"Patch\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.1,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.1,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2618\",\"type\":\"Patch\"},{\"attributes\":{\"tools\":[{\"id\":\"2719\"},{\"id\":\"2720\"},{\"id\":\"2721\"},{\"id\":\"2722\"},{\"id\":\"2723\"},{\"id\":\"2724\"}]},\"id\":\"2726\",\"type\":\"Toolbar\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[120]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[120]}},\"selected\":{\"id\":\"2664\"},\"selection_policy\":{\"id\":\"2663\"}},\"id\":\"2622\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.2,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.2,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2625\",\"type\":\"Patch\"},{\"attributes\":{\"below\":[{\"id\":\"2793\"}],\"center\":[{\"id\":\"2796\"},{\"id\":\"2800\"},{\"id\":\"2840\"},{\"id\":\"2844\"},{\"id\":\"2893\"}],\"height\":315,\"left\":[{\"id\":\"2797\"}],\"renderers\":[{\"id\":\"2819\"},{\"id\":\"2826\"},{\"id\":\"2850\"},{\"id\":\"2872\"},{\"id\":\"2899\"}],\"title\":{\"id\":\"2783\"},\"toolbar\":{\"id\":\"2808\"},\"toolbar_location\":null,\"width\":320,\"x_range\":{\"id\":\"2785\"},\"x_scale\":{\"id\":\"2789\"},\"y_range\":{\"id\":\"2787\"},\"y_scale\":{\"id\":\"2791\"}},\"id\":\"2782\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"fill_alpha\":0.16,\"fill_color\":\"red\",\"hatch_alpha\":0.16,\"hatch_color\":\"red\",\"line_alpha\":0.16,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2734\",\"type\":\"Patch\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[120]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[120]}},\"selected\":{\"id\":\"2666\"},\"selection_policy\":{\"id\":\"2665\"}},\"id\":\"2628\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":0.3,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.3,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.3,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2629\",\"type\":\"Patch\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.2,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.2,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2631\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"3136\",\"type\":\"StringFormatter\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2576\"},\"glyph\":{\"id\":\"2635\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2637\"},\"nonselection_glyph\":{\"id\":\"2636\"},\"view\":{\"id\":\"2639\"}},\"id\":\"2638\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"3137\",\"type\":\"StringEditor\"},{\"attributes\":{\"source\":{\"id\":\"2867\"}},\"id\":\"2873\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2576\"},\"glyph\":{\"id\":\"2647\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2649\"},\"nonselection_glyph\":{\"id\":\"2648\"},\"view\":{\"id\":\"2651\"}},\"id\":\"2650\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"3138\",\"type\":\"StringFormatter\"},{\"attributes\":{},\"id\":\"2665\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.1,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.1,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2624\",\"type\":\"Patch\"},{\"attributes\":{\"line_alpha\":0.7,\"line_color\":\"orange\",\"line_width\":2.5,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2869\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"3139\",\"type\":\"StringEditor\"},{\"attributes\":{},\"id\":\"2666\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"2616\"}},\"id\":\"2621\",\"type\":\"CDSView\"},{\"attributes\":{\"data\":{\"ci\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"lowci\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"spec\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"uppci\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"x\":{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAGgGAaSAZlA/aAYBpIBmYD+ciQH2wJloP2gGAaSAZnA/AkgBzSCAdD+ciQH2wJl4PzbLAR9hs3w/aAYBpIBmgD81J4G4UHOCPwJIAc0ggIQ/z2iB4fCMhj+ciQH2wJmIP2mqgQqRpoo/NssBH2GzjD8D7IEzMcCOP2gGAaSAZpA/zhZBruhskT81J4G4UHOSP5w3wcK4eZM/AkgBzSCAlD9oWEHXiIaVP89ogeHwjJY/NnnB61iTlz+ciQH2wJmYPwKaQQApoJk/aaqBCpGmmj/QusEU+aybPzbLAR9hs5w/nNtBKcm5nT8D7IEzMcCeP2r8wT2Zxp8/aAYBpIBmoD+bDiGptOmgP84WQa7obKE/Ah9hsxzwoT81J4G4UHOiP2gvob2E9qI/nDfBwrh5oz/PP+HH7PyjPwJIAc0ggKQ/NVAh0lQDpT9oWEHXiIalP5xgYdy8CaY/z2iB4fCMpj8CcaHmJBCnPzZ5wetYk6c/aYHh8IwWqD+ciQH2wJmoP8+RIfv0HKk/AppBACmgqT82omEFXSOqP2mqgQqRpqo/nLKhD8Upqz/QusEU+ayrPwPD4RktMKw/NssBH2GzrD9p0yEklTatP5zbQSnJua0/0ONhLv08rj8D7IEzMcCuPzb0oThlQ68/avzBPZnGrz9OAnGh5iSwP2gGAaSAZrA/ggqRphqosD+bDiGptOmwP7USsatOK7E/zhZBruhssT/oGtGwgq6xPwIfYbMc8LE/GyPxtbYxsj81J4G4UHOyP08rEbvqtLI/aC+hvYT2sj+CMzHAHjizP5w3wcK4ebM/tTtRxVK7sz/PP+HH7PyzP+hDccqGPrQ/AkgBzSCAtD8cTJHPusG0PzVQIdJUA7U/T1Sx1O5EtT9oWEHXiIa1P4Jc0dkiyLU/nGBh3LwJtj+1ZPHeVku2P89ogeHwjLY/6WwR5IrOtj8CcaHmJBC3Pxx1Mem+Ubc/NnnB61iTtz9PfVHu8tS3P2mB4fCMFrg/goVx8yZYuD+ciQH2wJm4P7aNkfha27g/z5Eh+/QcuT/plbH9jl65PwKaQQApoLk/HJ7RAsPhuT82omEFXSO6P0+m8Qf3ZLo/aaqBCpGmuj+DrhENK+i6P5yyoQ/FKbs/trYxEl9ruz/QusEU+ay7P+m+UReT7rs/A8PhGS0wvD8cx3Ecx3G8PzbLAR9hs7w/UM+RIfv0vD9p0yEklTa9P4PXsSYveL0/nNtBKcm5vT+239ErY/u9P9DjYS79PL4/6efxMJd+vj8D7IEzMcC+Px3wETbLAb8/NvShOGVDvz9Q+DE7/4S/P2r8wT2Zxr8/QgApoBkEwD9OAnGh5iTAP1sEuaKzRcA/aAYBpIBmwD91CEmlTYfAP4IKkaYaqMA/jgzZp+fIwD+bDiGptOnAP6gQaaqBCsE/tRKxq04rwT/CFPmsG0zBP84WQa7obME/2xiJr7WNwT/oGtGwgq7BP/UcGbJPz8E/Ah9hsxzwwT8PIam06RDCPxsj8bW2McI/KCU5t4NSwj81J4G4UHPCP0IpybkdlMI/TysRu+q0wj9bLVm8t9XCP2gvob2E9sI/dTHpvlEXwz+CMzHAHjjDP481ecHrWMM/nDfBwrh5wz+oOQnEhZrDP7U7UcVSu8M/wj2Zxh/cwz/PP+HH7PzDP9xBKcm5HcQ/6ENxyoY+xD/1RbnLU1/EPwJIAc0ggMQ/D0pJzu2gxD8cTJHPusHEPyhO2dCH4sQ/NVAh0lQDxT9CUmnTISTFP09UsdTuRMU/XFb51btlxT9oWEHXiIbFP3VaidhVp8U/glzR2SLIxT+PXhnb7+jFP5xgYdy8CcY/qWKp3Ykqxj+1ZPHeVkvGP8JmOeAjbMY/z2iB4fCMxj/casniva3GP+lsEeSKzsY/9W5Z5Vfvxj8CcaHmJBDHPw9z6efxMMc/HHUx6b5Rxz8pd3nqi3LHPzZ5wetYk8c/QnsJ7SW0xz9PfVHu8tTHP1x/me+/9cc/aYHh8IwWyD92gynyWTfIP4KFcfMmWMg/j4e59PN4yD+ciQH2wJnIP6mLSfeNusg/to2R+FrbyD/Cj9n5J/zIP8+RIfv0HMk/3JNp/ME9yT/plbH9jl7JP/aX+f5bf8k/AppBACmgyT8PnIkB9sDJPxye0QLD4ck/KaAZBJACyj82omEFXSPKP0OkqQYqRMo/T6bxB/dkyj9cqDkJxIXKP2mqgQqRpso/dqzJC17Hyj+DrhENK+jKP4+wWQ74CMs/nLKhD8Upyz+ptOkQkkrLP7a2MRJfa8s/w7h5EyyMyz/QusEU+azLP9y8CRbGzcs/6b5RF5Puyz/2wJkYYA/MPwPD4RktMMw/EMUpG/pQzD8cx3Ecx3HMPynJuR2Uksw/NssBH2GzzD9DzUkgLtTMP1DPkSH79Mw/XNHZIsgVzT9p0yEklTbNP3bVaSViV80/g9exJi94zT+Q2fkn/JjNP5zbQSnJuc0/qd2JKpbazT+239ErY/vNP8PhGS0wHM4/0ONhLv08zj/d5akvyl3OP+nn8TCXfs4/9uk5MmSfzj8D7IEzMcDOPxDuyTT+4M4/HfARNssBzz8p8lk3mCLPPzb0oThlQ88/Q/bpOTJkzz9Q+DE7/4TPP136eTzMpc8/avzBPZnGzz92/gk/ZufPP0IAKaAZBNA/SAHNIIAU0D9OAnGh5iTQP1UDFSJNNdA/WwS5orNF0D9iBV0jGlbQP2gGAaSAZtA/bgelJOd20D91CEmlTYfQP3sJ7SW0l9A/ggqRphqo0D+ICzUngbjQP44M2afnyNA/lQ19KE7Z0D+bDiGptOnQP6IPxSkb+tA/qBBpqoEK0T+uEQ0r6BrRP7USsatOK9E/uxNVLLU70T/CFPmsG0zRP8gVnS2CXNE/zhZBruhs0T/VF+UuT33RP9sYia+1jdE/4hktMBye0T/oGtGwgq7RP+8bdTHpvtE/9RwZsk/P0T/7Hb0ytt/RPwIfYbMc8NE/CCAFNIMA0j8PIam06RDSPxUiTTVQIdI/GyPxtbYx0j8iJJU2HULSPyglObeDUtI/LybdN+pi0j81J4G4UHPSPzsoJTm3g9I/QinJuR2U0j9IKm06hKTSP08rEbvqtNI/VSy1O1HF0j9bLVm8t9XSP2Iu/Twe5tI/aC+hvYT20j9vMEU+6wbTP3Ux6b5RF9M/ezKNP7gn0z+CMzHAHjjTP4g01UCFSNM/jzV5wetY0z+VNh1CUmnTP5w3wcK4edM/ojhlQx+K0z+oOQnEhZrTP686rUTsqtM/tTtRxVK70z+8PPVFucvTP8I9mcYf3NM/yD49R4bs0z/PP+HH7PzTP9VAhUhTDdQ/3EEpybkd1D/iQs1JIC7UP+hDccqGPtQ/70QVS+1O1D/1RbnLU1/UP/xGXUy6b9Q/AkgBzSCA1D8ISaVNh5DUPw9KSc7toNQ/FUvtTlSx1D8cTJHPusHUPyJNNVAh0tQ/KE7Z0Ifi1D8vT31R7vLUPzVQIdJUA9U/PFHFUrsT1T9CUmnTISTVP0hTDVSINNU/T1Sx1O5E1T9VVVVVVVXVP1xW+dW7ZdU/YledViJ21T9oWEHXiIbVP29Z5VfvltU/dVqJ2FWn1T98Wy1ZvLfVP4Jc0dkiyNU/iV11WonY1T+PXhnb7+jVP5VfvVtW+dU/nGBh3LwJ1j+iYQVdIxrWP6liqd2JKtY/r2NNXvA61j+1ZPHeVkvWP7xllV+9W9Y/wmY54CNs1j/JZ91ginzWP89ogeHwjNY/1WklYled1j/casniva3WP+JrbWMkvtY/6WwR5IrO1j/vbbVk8d7WP/VuWeVX79Y//G/9Zb7/1j8CcaHmJBDXPwlyRWeLINc/D3Pp5/Ew1z8VdI1oWEHXPxx1Mem+Udc/InbVaSVi1z8pd3nqi3LXPy94HWvygtc/NnnB61iT1z88emVsv6PXP0J7Ce0ltNc/SXytbYzE1z9PfVHu8tTXP1Z+9W5Z5dc/XH+Z77/11z9igD1wJgbYP2mB4fCMFtg/b4KFcfMm2D92gynyWTfYP3yEzXLAR9g/goVx8yZY2D+JhhV0jWjYP4+HufTzeNg/lohddVqJ2D+ciQH2wJnYP6KKpXYnqtg/qYtJ94262D+vjO139MrYP7aNkfha29g/vI41ecHr2D/Cj9n5J/zYP8mQfXqODNk/z5Eh+/Qc2T/WksV7Wy3ZP9yTafzBPdk/4pQNfShO2T/plbH9jl7ZP++WVX71btk/9pf5/lt/2T/8mJ1/wo/ZPwKaQQApoNk/CZvlgI+w2T8PnIkB9sDZPxadLYJc0dk/HJ7RAsPh2T8jn3WDKfLZPymgGQSQAto/L6G9hPYS2j82omEFXSPaPzyjBYbDM9o/Q6SpBipE2j9JpU2HkFTaP0+m8Qf3ZNo/VqeViF112j9cqDkJxIXaP2Op3Ykqlto/aaqBCpGm2j9vqyWL97baP3asyQtex9o/fK1tjMTX2j+DrhENK+jaP4mvtY2R+No/j7BZDvgI2z+Wsf2OXhnbP5yyoQ/FKds/o7NFkCs62z+ptOkQkkrbP6+1jZH4Wts/trYxEl9r2z+8t9WSxXvbP8O4eRMsjNs/ybkdlJKc2z/QusEU+azbP9a7ZZVfvds/3LwJFsbN2z/jva2WLN7bP+m+UReT7ts/8L/1l/n+2z/2wJkYYA/cP/zBPZnGH9w/A8PhGS0w3D8JxIWak0DcPxDFKRv6UNw/FsbNm2Bh3D8cx3Ecx3HcPyPIFZ0tgtw/Kcm5HZSS3D8wyl2e+qLcPzbLAR9hs9w/PMyln8fD3D9DzUkgLtTcP0nO7aCU5Nw/UM+RIfv03D9W0DWiYQXdP1zR2SLIFd0/Y9J9oy4m3T9p0yEklTbdP3DUxaT7Rt0/dtVpJWJX3T981g2myGfdP4PXsSYveN0/idhVp5WI3T+Q2fkn/JjdP5banahiqd0/nNtBKcm53T+j3OWpL8rdP6ndiSqW2t0/sN4tq/zq3T+239ErY/vdP73gdazJC94/w+EZLTAc3j/J4r2tlizeP9DjYS79PN4/1uQFr2NN3j/d5akvyl3eP+PmTbAwbt4/6efxMJd+3j/w6JWx/Y7eP/bpOTJkn94//erdssqv3j8D7IEzMcDePwntJbSX0N4/EO7JNP7g3j8W7221ZPHePx3wETbLAd8/I/G1tjES3z8p8lk3mCLfPzDz/bf+Mt8/NvShOGVD3z899UW5y1PfP0P26TkyZN8/SfeNuph03z9Q+DE7/4TfP1b51btlld8/Xfp5PMyl3z9j+x29MrbfP2r8wT2Zxt8/cP1lvv/W3z92/gk/ZuffP33/rb/M998/QgApoBkE4D/FAHvgTAzgP0gBzSCAFOA/ywEfYbMc4D9OAnGh5iTgP9ICw+EZLeA/VQMVIk014D/YA2digD3gP1sEuaKzReA/3gQL4+ZN4D9iBV0jGlbgP+UFr2NNXuA/aAYBpIBm4D/rBlPks27gP24HpSTnduA/8gf3ZBp/4D91CEmlTYfgP/gIm+WAj+A/ewntJbSX4D/+CT9m55/gP4IKkaYaqOA/BQvj5k2w4D+ICzUngbjgPwsMh2e0wOA/jgzZp+fI4D8SDSvoGtHgP5UNfShO2eA/GA7PaIHh4D+bDiGptOngPx4Pc+nn8eA/og/FKRv64D8lEBdqTgLhP6gQaaqBCuE/KxG76rQS4T+uEQ0r6BrhPzISX2sbI+E/tRKxq04r4T84EwPsgTPhP7sTVSy1O+E/PhSnbOhD4T/CFPmsG0zhP0UVS+1OVOE/yBWdLYJc4T9LFu9ttWThP84WQa7obOE/UheT7ht14T/VF+UuT33hP1gYN2+CheE/2xiJr7WN4T9fGdvv6JXhP+IZLTAcnuE/ZRp/cE+m4T/oGtGwgq7hP2sbI/G1tuE/7xt1Mem+4T9yHMdxHMfhP/UcGbJPz+E/eB1r8oLX4T/7Hb0ytt/hP38eD3Pp5+E/Ah9hsxzw4T+FH7PzT/jhPwggBTSDAOI/iyBXdLYI4j8PIam06RDiP5Ih+/QcGeI/FSJNNVAh4j+YIp91gyniPxsj8bW2MeI/nyND9uk54j8iJJU2HULiP6Uk53ZQSuI/KCU5t4NS4j+rJYv3tlriPy8m3TfqYuI/siYveB1r4j81J4G4UHPiP7gn0/iDe+I/OyglObeD4j+/KHd56oviP0IpybkdlOI/xSkb+lCc4j9IKm06hKTiP8sqv3q3rOI/TysRu+q04j/SK2P7Hb3iP1UstTtRxeI/2CwHfITN4j9bLVm8t9XiP98tq/zq3eI/Yi79PB7m4j/lLk99Ue7iP2gvob2E9uI/6y/z/bf+4j9vMEU+6wbjP/Iwl34eD+M/dTHpvlEX4z/4MTv/hB/jP3syjT+4J+M//zLff+sv4z+CMzHAHjjjPwU0gwBSQOM/iDTVQIVI4z8LNSeBuFDjP481ecHrWOM/EjbLAR9h4z+VNh1CUmnjPxg3b4KFceM/nDfBwrh54z8fOBMD7IHjP6I4ZUMfiuM/JTm3g1KS4z+oOQnEhZrjPyw6WwS5ouM/rzqtROyq4z8yO/+EH7PjP7U7UcVSu+M/ODyjBYbD4z+8PPVFucvjPz89R4bs0+M/wj2Zxh/c4z9FPusGU+TjP8g+PUeG7OM/TD+Ph7n04z/PP+HH7PzjP1JAMwggBeQ/1UCFSFMN5D9YQdeIhhXkP9xBKcm5HeQ/X0J7Ce0l5D/iQs1JIC7kP2VDH4pTNuQ/6ENxyoY+5D9sRMMKukbkP+9EFUvtTuQ/ckVniyBX5D/1RbnLU1/kP3hGCwyHZ+Q//EZdTLpv5D9/R6+M7XfkPwJIAc0ggOQ/hUhTDVSI5D8ISaVNh5DkP4xJ9426mOQ/D0pJzu2g5D+SSpsOIankPxVL7U5UseQ/mEs/j4e55D8cTJHPusHkP59M4w/uyeQ/Ik01UCHS5D+lTYeQVNrkPyhO2dCH4uQ/rE4rEbvq5D8vT31R7vLkP7JPz5Eh++Q/NVAh0lQD5T+4UHMSiAvlPzxRxVK7E+U/v1EXk+4b5T9CUmnTISTlP8VSuxNVLOU/SFMNVIg05T/MU1+UuzzlP09UsdTuROU/0lQDFSJN5T9VVVVVVVXlP9hVp5WIXeU/XFb51btl5T/fVksW723lP2JXnVYiduU/5VfvllV+5T9oWEHXiIblP+xYkxe8juU/b1nlV++W5T/yWTeYIp/lP3VaidhVp+U/+VrbGImv5T98Wy1ZvLflP/9bf5nvv+U/glzR2SLI5T8FXSMaVtDlP4lddVqJ2OU/DF7Hmrzg5T+PXhnb7+jlPxJfaxsj8eU/lV+9W1b55T8ZYA+ciQHmP5xgYdy8CeY/H2GzHPAR5j+iYQVdIxrmPyViV51WIuY/qWKp3Ykq5j8sY/sdvTLmP69jTV7wOuY/MmSfniND5j+1ZPHeVkvmPzllQx+KU+Y/vGWVX71b5j8/Zuef8GPmP8JmOeAjbOY/RWeLIFd05j/JZ91ginzmP0xoL6G9hOY/z2iB4fCM5j9SadMhJJXmP9VpJWJXneY/WWp3ooql5j/casniva3mP19rGyPxteY/4mttYyS+5j9lbL+jV8bmP+lsEeSKzuY/bG1jJL7W5j/vbbVk8d7mP3JuB6Uk5+Y/9W5Z5Vfv5j95b6sli/fmP/xv/WW+/+Y/f3BPpvEH5z8CcaHmJBDnP4Vx8yZYGOc/CXJFZ4sg5z+McpenvijnPw9z6efxMOc/knM7KCU55z8VdI1oWEHnP5l036iLSec/HHUx6b5R5z+fdYMp8lnnPyJ21WklYuc/pXYnqlhq5z8pd3nqi3LnP6x3yyq/euc/L3gda/KC5z+yeG+rJYvnPzZ5wetYk+c/uXkTLIyb5z88emVsv6PnP796t6zyq+c/QnsJ7SW05z/Ge1stWbznP0l8rW2MxOc/zHz/rb/M5z9PfVHu8tTnP9J9oy4m3ec/Vn71blnl5z/ZfkevjO3nP1x/me+/9ec/33/rL/P95z9igD1wJgboP+aAj7BZDug/aYHh8IwW6D/sgTMxwB7oP2+ChXHzJug/8oLXsSYv6D92gynyWTfoP/mDezKNP+g/fITNcsBH6D//hB+z80/oP4KFcfMmWOg/BobDM1pg6D+JhhV0jWjoPwyHZ7TAcOg/j4e59PN46D8SiAs1J4HoP5aIXXVaieg/GYmvtY2R6D+ciQH2wJnoPx+KUzb0oeg/ooqldieq6D8mi/e2WrLoP6mLSfeNuug/LIybN8HC6D+vjO139MroPzKNP7gn0+g/to2R+Frb6D85juM4juPoP7yONXnB6+g/P4+HufTz6D/Cj9n5J/zoP0aQKzpbBOk/yZB9eo4M6T9Mkc+6wRTpP8+RIfv0HOk/UpJzOygl6T/WksV7Wy3pP1mTF7yONek/3JNp/ME96T9flLs89UXpP+KUDX0oTuk/ZpVfvVtW6T/plbH9jl7pP2yWAz7CZuk/75ZVfvVu6T9yl6e+KHfpP/aX+f5bf+k/eZhLP4+H6T/8mJ1/wo/pP3+Z77/1l+k/AppBACmg6T+GmpNAXKjpPwmb5YCPsOk/jJs3wcK46T8PnIkB9sDpP5Oc20Epyek/Fp0tglzR6T+ZnX/Cj9npPxye0QLD4ek/n54jQ/bp6T8jn3WDKfLpP6afx8Nc+uk/KaAZBJAC6j+soGtEwwrqPy+hvYT2Euo/s6EPxSkb6j82omEFXSPqP7mis0WQK+o/PKMFhsMz6j+/o1fG9jvqP0OkqQYqROo/xqT7Rl1M6j9JpU2HkFTqP8yln8fDXOo/T6bxB/dk6j/TpkNIKm3qP1anlYhddeo/2afnyJB96j9cqDkJxIXqP9+oi0n3jeo/Y6ndiSqW6j/mqS/KXZ7qP2mqgQqRpuo/7KrTSsSu6j9vqyWL97bqP/Ord8sqv+o/dqzJC17H6j/5rBtMkc/qP3ytbYzE1+o//62/zPff6j+DrhENK+jqPwavY01e8Oo/ia+1jZH46j8MsAfOxADrP4+wWQ74COs/E7GrTisR6z+Wsf2OXhnrPxmyT8+RIes/nLKhD8Up6z8fs/NP+DHrP6OzRZArOus/JrSX0F5C6z+ptOkQkkrrPyy1O1HFUus/r7WNkfha6z8ztt/RK2PrP7a2MRJfa+s/ObeDUpJz6z+8t9WSxXvrPz+4J9P4g+s/w7h5EyyM6z9GuctTX5TrP8m5HZSSnOs/TLpv1MWk6z/QusEU+azrP1O7E1Ustes/1rtllV+96z9ZvLfVksXrP9y8CRbGzes/YL1bVvnV6z/jva2WLN7rP2a+/9Zf5us/6b5RF5Pu6z9sv6NXxvbrP/C/9Zf5/us/c8BH2CwH7D/2wJkYYA/sP3nB61iTF+w//ME9mcYf7D+Awo/Z+SfsPwPD4RktMOw/hsMzWmA47D8JxIWak0DsP4zE19rGSOw/EMUpG/pQ7D+TxXtbLVnsPxbGzZtgYew/mcYf3JNp7D8cx3Ecx3HsP6DHw1z6eew/I8gVnS2C7D+myGfdYIrsPynJuR2Ukuw/rMkLXsea7D8wyl2e+qLsP7PKr94tq+w/NssBH2Gz7D+5y1NflLvsPzzMpZ/Hw+w/wMz33/rL7D9DzUkgLtTsP8bNm2Bh3Ow/Sc7toJTk7D/Mzj/hx+zsP1DPkSH79Ow/08/jYS797D9W0DWiYQXtP9nQh+KUDe0/XNHZIsgV7T/g0Stj+x3tP2PSfaMuJu0/5tLP42Eu7T9p0yEklTbtP+zTc2TIPu0/cNTFpPtG7T/z1BflLk/tP3bVaSViV+0/+dW7ZZVf7T981g2myGftPwDXX+b7b+0/g9exJi947T8G2ANnYoDtP4nYVaeViO0/DNmn58iQ7T+Q2fkn/JjtPxPaS2gvoe0/ltqdqGKp7T8Z2+/olbHtP5zbQSnJue0/INyTafzB7T+j3OWpL8rtPybdN+pi0u0/qd2JKpba7T8t3ttqyeLtP7DeLav86u0/M99/6y/z7T+239ErY/vtPzngI2yWA+4/veB1rMkL7j9A4cfs/BPuP8PhGS0wHO4/RuJrbWMk7j/J4r2tlizuP03jD+7JNO4/0ONhLv087j9T5LNuMEXuP9bkBa9jTe4/WeVX75ZV7j/d5akvyl3uP2Dm+2/9Ze4/4+ZNsDBu7j9m55/wY3buP+nn8TCXfu4/behDccqG7j/w6JWx/Y7uP3Pp5/Ewl+4/9uk5MmSf7j956otyl6fuP/3q3bLKr+4/gOsv8/237j8D7IEzMcDuP4bs03NkyO4/Ce0ltJfQ7j+N7Xf0ytjuPxDuyTT+4O4/k+4bdTHp7j8W7221ZPHuP5nvv/WX+e4/HfARNssB7z+g8GN2/gnvPyPxtbYxEu8/pvEH92Qa7z8p8lk3mCLvP63yq3fLKu8/MPP9t/4y7z+z80/4MTvvPzb0oThlQ+8/ufTzeJhL7z899UW5y1PvP8D1l/n+W+8/Q/bpOTJk7z/G9jt6ZWzvP0n3jbqYdO8/zfff+st87z9Q+DE7/4TvP9P4g3syje8/VvnVu2WV7z/Z+Sf8mJ3vP136eTzMpe8/4PrLfP+t7z9j+x29MrbvP+b7b/1lvu8/avzBPZnG7z/t/BN+zM7vP3D9Zb7/1u8/8/23/jLf7z92/gk/ZufvP/r+W3+Z7+8/ff+tv8z37z8AAAAAAADwPwAAAAAAAPA/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]}},\"selected\":{\"id\":\"2888\"},\"selection_policy\":{\"id\":\"2887\"}},\"id\":\"2867\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"3140\",\"type\":\"StringFormatter\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2628\"},\"glyph\":{\"id\":\"2629\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2631\"},\"nonselection_glyph\":{\"id\":\"2630\"},\"view\":{\"id\":\"2633\"}},\"id\":\"2632\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"label\":{\"field\":\"label\"},\"renderers\":[{\"id\":\"2650\"}]},\"id\":\"2671\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"2576\"}},\"id\":\"2651\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"orange\",\"line_width\":2.5,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2870\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"3141\",\"type\":\"StringEditor\"},{\"attributes\":{\"line_alpha\":0.8,\"line_dash\":[6],\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2816\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"3142\",\"type\":\"StringFormatter\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"orange\",\"line_width\":2.5,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2871\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"2671\"}],\"visible\":false},\"id\":\"2670\",\"type\":\"Legend\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2867\"},\"glyph\":{\"id\":\"2869\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2871\"},\"nonselection_glyph\":{\"id\":\"2870\"},\"view\":{\"id\":\"2873\"}},\"id\":\"2872\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"overlay\":{\"id\":\"2725\"}},\"id\":\"2721\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"3143\",\"type\":\"StringEditor\"},{\"attributes\":{\"bottom\":{\"field\":\"q3\"},\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"field\":\"color\"},\"hatch_alpha\":{\"value\":0.1},\"line_alpha\":{\"value\":0.1},\"top\":{\"field\":\"q2\"},\"width\":{\"value\":0.1},\"x\":{\"field\":\"group_name\"}},\"id\":\"2648\",\"type\":\"VBar\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"orange\"},\"hatch_color\":{\"value\":\"orange\"},\"height\":{\"field\":\"height\"},\"line_color\":{\"value\":\"grey\"},\"line_width\":{\"value\":0.5},\"width\":{\"field\":\"width\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2896\",\"type\":\"Rect\"},{\"attributes\":{\"bottom\":{\"field\":\"q3\"},\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"field\":\"color\"},\"hatch_alpha\":{\"value\":0.2},\"line_alpha\":{\"value\":0.2},\"top\":{\"field\":\"q2\"},\"width\":{\"value\":0.1},\"x\":{\"field\":\"group_name\"}},\"id\":\"2649\",\"type\":\"VBar\"},{\"attributes\":{},\"id\":\"3144\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"2576\"}},\"id\":\"2645\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2576\"},\"glyph\":{\"id\":\"2641\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2643\"},\"nonselection_glyph\":{\"id\":\"2642\"},\"view\":{\"id\":\"2645\"}},\"id\":\"2644\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2834\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"2888\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"3145\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2887\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"base\":{\"field\":\"x\"},\"coordinates\":null,\"fill_alpha\":0.1,\"fill_color\":\"orange\",\"group\":null,\"level\":\"underlay\",\"line_color\":\"black\",\"line_width\":0.5,\"lower\":{\"field\":\"lowci\"},\"source\":{\"id\":\"2867\"},\"upper\":{\"field\":\"uppci\"}},\"id\":\"2893\",\"type\":\"Band\"},{\"attributes\":{\"bottom\":{\"field\":\"q3\"},\"fill_alpha\":{\"value\":0.8},\"fill_color\":{\"field\":\"color\"},\"hatch_alpha\":{\"value\":0.8},\"line_alpha\":{\"value\":0.8},\"top\":{\"field\":\"q2\"},\"width\":{\"value\":0.1},\"x\":{\"field\":\"group_name\"}},\"id\":\"2647\",\"type\":\"VBar\"},{\"attributes\":{},\"id\":\"2745\",\"type\":\"AllLabels\"},{\"attributes\":{\"label\":{\"value\":\"OOB (95% CI)\"},\"renderers\":[{\"id\":\"2899\"}]},\"id\":\"2919\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"2946\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2667\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2947\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"orange\"},\"hatch_alpha\":{\"value\":0.2},\"hatch_color\":{\"value\":\"orange\"},\"height\":{\"field\":\"height\"},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"grey\"},\"line_width\":{\"value\":0.5},\"width\":{\"field\":\"width\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2898\",\"type\":\"Rect\"},{\"attributes\":{},\"id\":\"2833\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":{\"value\":0.1},\"x0\":{\"field\":\"group_name\"},\"x1\":{\"field\":\"group_name\"},\"y0\":{\"field\":\"upper\"},\"y1\":{\"field\":\"q3\"}},\"id\":\"2636\",\"type\":\"Segment\"},{\"attributes\":{},\"id\":\"2668\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"2628\"}},\"id\":\"2633\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"red\",\"hatch_alpha\":0.2,\"hatch_color\":\"red\",\"line_alpha\":0.2,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2736\",\"type\":\"Patch\"},{\"attributes\":{\"source\":{\"id\":\"2895\"}},\"id\":\"2900\",\"type\":\"CDSView\"},{\"attributes\":{\"x0\":{\"field\":\"group_name\"},\"x1\":{\"field\":\"group_name\"},\"y0\":{\"field\":\"lower\"},\"y1\":{\"field\":\"q1\"}},\"id\":\"2641\",\"type\":\"Segment\"},{\"attributes\":{},\"id\":\"2831\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":{\"value\":0.2},\"x0\":{\"field\":\"group_name\"},\"x1\":{\"field\":\"group_name\"},\"y0\":{\"field\":\"lower\"},\"y1\":{\"field\":\"q1\"}},\"id\":\"2643\",\"type\":\"Segment\"},{\"attributes\":{\"end\":1.06,\"start\":-0.06},\"id\":\"2785\",\"type\":\"Range1d\"},{\"attributes\":{\"line_alpha\":{\"value\":0.1},\"x0\":{\"field\":\"group_name\"},\"x1\":{\"field\":\"group_name\"},\"y0\":{\"field\":\"lower\"},\"y1\":{\"field\":\"q1\"}},\"id\":\"2642\",\"type\":\"Segment\"},{\"attributes\":{\"source\":{\"id\":\"2576\"}},\"id\":\"2639\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"0\"},\"renderers\":[{\"id\":\"2737\"}]},\"id\":\"2750\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"2916\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"2725\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.1,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.1,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2630\",\"type\":\"Patch\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"blue\",\"hatch_alpha\":0.2,\"hatch_color\":\"blue\",\"line_alpha\":0.2,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2779\",\"type\":\"Patch\"},{\"attributes\":{\"below\":[{\"id\":\"2711\"}],\"center\":[{\"id\":\"2714\"},{\"id\":\"2718\"},{\"id\":\"2749\"}],\"height\":315,\"left\":[{\"id\":\"2715\"}],\"min_border_bottom\":20,\"min_border_left\":20,\"min_border_right\":20,\"min_border_top\":20,\"renderers\":[{\"id\":\"2737\"},{\"id\":\"2755\"},{\"id\":\"2774\"},{\"id\":\"2780\"}],\"title\":{\"id\":\"2701\"},\"toolbar\":{\"id\":\"2726\"},\"toolbar_location\":null,\"width\":320,\"x_range\":{\"id\":\"2703\"},\"x_scale\":{\"id\":\"2707\"},\"y_range\":{\"id\":\"2705\"},\"y_scale\":{\"id\":\"2709\"}},\"id\":\"2700\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2776\"},\"glyph\":{\"id\":\"2777\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2779\"},\"nonselection_glyph\":{\"id\":\"2778\"},\"view\":{\"id\":\"2781\"}},\"id\":\"2780\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"2622\"}},\"id\":\"2627\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2830\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"2767\",\"type\":\"Selection\"},{\"attributes\":{\"end\":1.8671770505834604,\"start\":-0.868723798458214},\"id\":\"2703\",\"type\":\"Range1d\"},{\"attributes\":{\"fill_alpha\":0.16,\"fill_color\":\"blue\",\"hatch_alpha\":0.16,\"hatch_color\":\"blue\",\"line_alpha\":0.16,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2752\",\"type\":\"Patch\"},{\"attributes\":{\"end\":5.597745010385757},\"id\":\"2705\",\"type\":\"Range1d\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"red\",\"hatch_alpha\":0.1,\"hatch_color\":\"red\",\"line_alpha\":0.1,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2735\",\"type\":\"Patch\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"blue\",\"hatch_alpha\":0.2,\"hatch_color\":\"blue\",\"line_alpha\":0.2,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2754\",\"type\":\"Patch\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2895\"},\"glyph\":{\"id\":\"2896\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2898\"},\"nonselection_glyph\":{\"id\":\"2897\"},\"view\":{\"id\":\"2900\"}},\"id\":\"2899\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2835\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]}},\"selected\":{\"id\":\"2767\"},\"selection_policy\":{\"id\":\"2766\"}},\"id\":\"2751\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"tools\":[{\"id\":\"2801\"},{\"id\":\"2802\"},{\"id\":\"2803\"},{\"id\":\"2804\"},{\"id\":\"2805\"},{\"id\":\"2806\"},{\"id\":\"2842\"},{\"id\":\"2891\"}]},\"id\":\"2808\",\"type\":\"Toolbar\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2751\"},\"glyph\":{\"id\":\"2752\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2754\"},\"nonselection_glyph\":{\"id\":\"2753\"},\"view\":{\"id\":\"2756\"}},\"id\":\"2755\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"tools\":[{\"id\":\"2596\"},{\"id\":\"2597\"},{\"id\":\"2598\"},{\"id\":\"2599\"},{\"id\":\"2600\"},{\"id\":\"2601\"},{\"id\":\"2696\"},{\"id\":\"2698\"}]},\"id\":\"2603\",\"type\":\"Toolbar\"},{\"attributes\":{\"source\":{\"id\":\"2751\"}},\"id\":\"2756\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"blue\",\"hatch_alpha\":0.1,\"hatch_color\":\"blue\",\"line_alpha\":0.1,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2753\",\"type\":\"Patch\"},{\"attributes\":{\"line_alpha\":0.1,\"line_dash\":[6],\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2817\",\"type\":\"Line\"},{\"attributes\":{\"axis_label\":\"Median Predicted Score\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"2744\"},\"group\":null,\"major_label_policy\":{\"id\":\"2745\"},\"ticker\":{\"id\":\"2712\"}},\"id\":\"2711\",\"type\":\"LinearAxis\"},{\"attributes\":{\"editor\":{\"id\":\"3137\"},\"field\":\"evaluate\",\"formatter\":{\"id\":\"3136\"},\"title\":\"Evaluate\"},\"id\":\"2920\",\"type\":\"TableColumn\"},{\"attributes\":{\"source\":{\"id\":\"2815\"}},\"id\":\"2820\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":0.3,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.3,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.3,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2617\",\"type\":\"Patch\"},{\"attributes\":{\"label\":{\"value\":\"1\"},\"renderers\":[{\"id\":\"2755\"}]},\"id\":\"2769\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2610\"},\"glyph\":{\"id\":\"2611\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2613\"},\"nonselection_glyph\":{\"id\":\"2612\"},\"view\":{\"id\":\"2615\"}},\"id\":\"2614\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"green\",\"line_width\":2.5,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2824\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2723\",\"type\":\"ResetTool\"},{\"attributes\":{\"axis_label\":\"p.d.f.\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"2741\"},\"group\":null,\"major_label_policy\":{\"id\":\"2742\"},\"ticker\":{\"id\":\"2716\"}},\"id\":\"2715\",\"type\":\"LinearAxis\"},{\"attributes\":{\"fill_alpha\":0.16,\"fill_color\":\"red\",\"hatch_alpha\":0.16,\"hatch_color\":\"red\",\"line_alpha\":0.16,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"2771\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"2766\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"label\":{\"value\":\"Test\"},\"renderers\":[{\"id\":\"2872\"}]},\"id\":\"2890\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"2733\"}},\"id\":\"2738\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"2733\"},\"glyph\":{\"id\":\"2734\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"2736\"},\"nonselection_glyph\":{\"id\":\"2735\"},\"view\":{\"id\":\"2738\"}},\"id\":\"2737\",\"type\":\"GlyphRenderer\"}],\"root_ids\":[\"2991\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n",
- " const render_items = [{\"docid\":\"13ab8588-98c9-4dc7-85b0-0aefb17628f3\",\"root_ids\":[\"2991\"],\"roots\":{\"2991\":\"394e6f94-af8b-4310-93da-088b02f1df00\"}}];\n",
+ " const docs_json = {\"0879a7f2-40df-4a9f-98b7-013cddb2c8f6\":{\"defs\":[],\"roots\":{\"references\":[{\"attributes\":{\"children\":[{\"id\":\"6035\"},{\"id\":\"6036\"}]},\"id\":\"6037\",\"type\":\"Column\"},{\"attributes\":{\"axis\":{\"id\":\"5839\"},\"coordinates\":null,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"5842\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"5705\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"5837\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"5703\",\"type\":\"CategoricalTickFormatter\"},{\"attributes\":{\"source\":{\"id\":\"5797\"}},\"id\":\"5802\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"5844\",\"type\":\"BasicTicker\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.1,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.1,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5664\",\"type\":\"Patch\"},{\"attributes\":{\"coordinates\":null,\"group\":null},\"id\":\"5829\",\"type\":\"Title\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5656\"},\"glyph\":{\"id\":\"5657\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5659\"},\"nonselection_glyph\":{\"id\":\"5658\"},\"view\":{\"id\":\"5661\"}},\"id\":\"5660\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"5704\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"5840\",\"type\":\"BasicTicker\"},{\"attributes\":{\"axis_label\":\"Sensitivity\",\"coordinates\":null,\"formatter\":{\"id\":\"5876\"},\"group\":null,\"major_label_policy\":{\"id\":\"5877\"},\"ticker\":{\"id\":\"5844\"}},\"id\":\"5843\",\"type\":\"LinearAxis\"},{\"attributes\":{\"fill_alpha\":0.3,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.3,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.3,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5669\",\"type\":\"Patch\"},{\"attributes\":{\"axis_label\":\"1-Specificity\",\"coordinates\":null,\"formatter\":{\"id\":\"5879\"},\"group\":null,\"major_label_policy\":{\"id\":\"5880\"},\"ticker\":{\"id\":\"5840\"}},\"id\":\"5839\",\"type\":\"LinearAxis\"},{\"attributes\":{\"fill_alpha\":0.3,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.3,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.3,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5663\",\"type\":\"Patch\"},{\"attributes\":{\"label\":{\"value\":\"Train\"},\"renderers\":[{\"id\":\"5872\"}]},\"id\":\"5887\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[120]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[120]}},\"selected\":{\"id\":\"5710\"},\"selection_policy\":{\"id\":\"5709\"}},\"id\":\"5668\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"5852\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"5847\",\"type\":\"PanTool\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.1,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.1,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5658\",\"type\":\"Patch\"},{\"attributes\":{\"overlay\":{\"id\":\"5853\"}},\"id\":\"5849\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"5909\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"5850\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"5851\",\"type\":\"ResetTool\"},{\"attributes\":{\"data\":{\"height\":[5],\"width\":[5],\"x\":[10],\"y\":[20]},\"selected\":{\"id\":\"5910\"},\"selection_policy\":{\"id\":\"5909\"}},\"id\":\"5892\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"renderers\":[{\"id\":\"5872\"}],\"tooltips\":[[\"Specificity\",\"@spec{1.111}\"],[\"Sensitivity\",\"@y{1.111} (+/- @ci{1.111})\"]]},\"id\":\"5888\",\"type\":\"HoverTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5622\"},\"glyph\":{\"id\":\"5719\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5721\"},\"nonselection_glyph\":{\"id\":\"5720\"},\"view\":{\"id\":\"5723\"}},\"id\":\"5722\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"children\":[{\"id\":\"6034\"},{\"id\":\"6032\"}]},\"id\":\"6035\",\"type\":\"Column\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"5853\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"below\":[{\"id\":\"5635\"}],\"center\":[{\"id\":\"5637\"},{\"id\":\"5641\"},{\"id\":\"5716\"}],\"height\":315,\"left\":[{\"id\":\"5638\"}],\"min_border_bottom\":20,\"min_border_left\":20,\"min_border_right\":20,\"min_border_top\":20,\"renderers\":[{\"id\":\"5660\"},{\"id\":\"5666\"},{\"id\":\"5672\"},{\"id\":\"5678\"},{\"id\":\"5684\"},{\"id\":\"5690\"},{\"id\":\"5696\"},{\"id\":\"5722\"},{\"id\":\"5728\"},{\"id\":\"5734\"},{\"id\":\"5740\"}],\"title\":{\"id\":\"5625\"},\"toolbar\":{\"id\":\"5649\"},\"toolbar_location\":null,\"width\":320,\"x_range\":{\"id\":\"5627\"},\"x_scale\":{\"id\":\"5631\"},\"y_range\":{\"id\":\"5629\"},\"y_scale\":{\"id\":\"5633\"}},\"id\":\"5624\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"base\":{\"field\":\"x\"},\"coordinates\":null,\"fill_alpha\":0.1,\"fill_color\":\"green\",\"group\":null,\"level\":\"underlay\",\"line_color\":\"black\",\"line_width\":0.5,\"lower\":{\"field\":\"lowci\"},\"source\":{\"id\":\"5867\"},\"upper\":{\"field\":\"uppci\"}},\"id\":\"5890\",\"type\":\"Band\"},{\"attributes\":{\"source\":{\"id\":\"5622\"}},\"id\":\"5723\",\"type\":\"CDSView\"},{\"attributes\":{\"base\":{\"field\":\"x\"},\"coordinates\":null,\"fill_alpha\":0.1,\"fill_color\":\"orange\",\"group\":null,\"level\":\"underlay\",\"line_color\":\"black\",\"line_width\":0.5,\"lower\":{\"field\":\"lowci\"},\"source\":{\"id\":\"5913\"},\"upper\":{\"field\":\"uppci\"}},\"id\":\"5939\",\"type\":\"Band\"},{\"attributes\":{},\"id\":\"5753\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5861\"},\"glyph\":{\"id\":\"5862\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5864\"},\"nonselection_glyph\":{\"id\":\"5863\"},\"view\":{\"id\":\"5866\"}},\"id\":\"5865\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"bottom\":{\"field\":\"q2\"},\"fill_alpha\":{\"value\":0.8},\"fill_color\":{\"field\":\"color\"},\"hatch_alpha\":{\"value\":0.8},\"line_alpha\":{\"value\":0.8},\"top\":{\"field\":\"q1\"},\"width\":{\"value\":0.1},\"x\":{\"field\":\"group_name\"}},\"id\":\"5719\",\"type\":\"VBar\"},{\"attributes\":{\"columns\":[{\"id\":\"5966\"},{\"id\":\"5967\"},{\"id\":\"5968\"},{\"id\":\"5969\"}],\"height\":90,\"source\":{\"id\":\"5970\"},\"view\":{\"id\":\"5973\"},\"width\":950},\"id\":\"5971\",\"type\":\"DataTable\"},{\"attributes\":{\"end\":5.349197251016679},\"id\":\"5751\",\"type\":\"Range1d\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5668\"},\"glyph\":{\"id\":\"5669\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5671\"},\"nonselection_glyph\":{\"id\":\"5670\"},\"view\":{\"id\":\"5673\"}},\"id\":\"5672\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"bottom\":{\"field\":\"q2\"},\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"field\":\"color\"},\"hatch_alpha\":{\"value\":0.2},\"line_alpha\":{\"value\":0.2},\"top\":{\"field\":\"q1\"},\"width\":{\"value\":0.1},\"x\":{\"field\":\"group_name\"}},\"id\":\"5721\",\"type\":\"VBar\"},{\"attributes\":{\"line_alpha\":0.7,\"line_color\":\"green\",\"line_width\":2.5,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5869\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5892\"},\"glyph\":{\"id\":\"5893\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5895\"},\"nonselection_glyph\":{\"id\":\"5894\"},\"view\":{\"id\":\"5897\"}},\"id\":\"5896\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"hatch_alpha\":{\"value\":0.1},\"height\":{\"value\":0.001},\"line_alpha\":{\"value\":0.1},\"width\":{\"value\":0.05},\"x\":{\"field\":\"group_name\"},\"y\":{\"field\":\"lower\"}},\"id\":\"5726\",\"type\":\"Rect\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"green\"},\"hatch_alpha\":{\"value\":0.1},\"hatch_color\":{\"value\":\"green\"},\"height\":{\"field\":\"height\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"grey\"},\"line_width\":{\"value\":0.5},\"width\":{\"field\":\"width\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5894\",\"type\":\"Rect\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5941\"},\"glyph\":{\"id\":\"5942\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5944\"},\"nonselection_glyph\":{\"id\":\"5943\"},\"view\":{\"id\":\"5946\"}},\"id\":\"5945\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"5707\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"6008\",\"type\":\"Selection\"},{\"attributes\":{\"bottom\":{\"field\":\"q2\"},\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"field\":\"color\"},\"hatch_alpha\":{\"value\":0.1},\"line_alpha\":{\"value\":0.1},\"top\":{\"field\":\"q1\"},\"width\":{\"value\":0.1},\"x\":{\"field\":\"group_name\"}},\"id\":\"5720\",\"type\":\"VBar\"},{\"attributes\":{},\"id\":\"5708\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"5882\",\"type\":\"Selection\"},{\"attributes\":{\"axis\":{\"id\":\"5635\"},\"coordinates\":null,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"5637\",\"type\":\"Grid\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"green\"},\"hatch_color\":{\"value\":\"green\"},\"height\":{\"field\":\"height\"},\"line_color\":{\"value\":\"grey\"},\"line_width\":{\"value\":0.5},\"width\":{\"field\":\"width\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5893\",\"type\":\"Rect\"},{\"attributes\":{},\"id\":\"5812\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"5768\",\"type\":\"SaveTool\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"green\"},\"hatch_alpha\":{\"value\":0.2},\"hatch_color\":{\"value\":\"green\"},\"height\":{\"field\":\"height\"},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"grey\"},\"line_width\":{\"value\":0.5},\"width\":{\"field\":\"width\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5895\",\"type\":\"Rect\"},{\"attributes\":{\"fill_color\":{\"value\":\"#1f77b4\"},\"height\":{\"value\":0.001},\"width\":{\"value\":0.05},\"x\":{\"field\":\"group_name\"},\"y\":{\"field\":\"lower\"}},\"id\":\"5725\",\"type\":\"Rect\"},{\"attributes\":{},\"id\":\"5791\",\"type\":\"AllLabels\"},{\"attributes\":{\"source\":{\"id\":\"5867\"}},\"id\":\"5873\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5622\"},\"glyph\":{\"id\":\"5725\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5727\"},\"nonselection_glyph\":{\"id\":\"5726\"},\"view\":{\"id\":\"5729\"}},\"id\":\"5728\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"5933\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"5892\"}},\"id\":\"5897\",\"type\":\"CDSView\"},{\"attributes\":{\"editor\":{\"id\":\"6369\"},\"field\":\"manw_pval\",\"formatter\":{\"id\":\"6368\"},\"title\":\"ManW P-Value\"},\"id\":\"5967\",\"type\":\"TableColumn\"},{\"attributes\":{\"source\":{\"id\":\"5622\"}},\"id\":\"5729\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"IB (95% CI)\"},\"renderers\":[{\"id\":\"5896\"}]},\"id\":\"5912\",\"type\":\"LegendItem\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"hatch_alpha\":{\"value\":0.1},\"height\":{\"value\":0.001},\"line_alpha\":{\"value\":0.1},\"width\":{\"value\":0.05},\"x\":{\"field\":\"group_name\"},\"y\":{\"field\":\"upper\"}},\"id\":\"5732\",\"type\":\"Rect\"},{\"attributes\":{},\"id\":\"5769\",\"type\":\"ResetTool\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"#1f77b4\"},\"hatch_alpha\":{\"value\":0.2},\"height\":{\"value\":0.001},\"line_alpha\":{\"value\":0.2},\"width\":{\"value\":0.05},\"x\":{\"field\":\"group_name\"},\"y\":{\"field\":\"lower\"}},\"id\":\"5727\",\"type\":\"Rect\"},{\"attributes\":{\"line_alpha\":0.2,\"line_dash\":[6],\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5864\",\"type\":\"Line\"},{\"attributes\":{\"fill_color\":{\"value\":\"#1f77b4\"},\"height\":{\"value\":0.001},\"width\":{\"value\":0.05},\"x\":{\"field\":\"group_name\"},\"y\":{\"field\":\"upper\"}},\"id\":\"5731\",\"type\":\"Rect\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"green\",\"line_width\":2.5,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5871\",\"type\":\"Line\"},{\"attributes\":{\"tools\":[{\"id\":\"5765\"},{\"id\":\"5766\"},{\"id\":\"5767\"},{\"id\":\"5768\"},{\"id\":\"5769\"},{\"id\":\"5770\"}]},\"id\":\"5772\",\"type\":\"Toolbar\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5622\"},\"glyph\":{\"id\":\"5731\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5733\"},\"nonselection_glyph\":{\"id\":\"5732\"},\"view\":{\"id\":\"5735\"}},\"id\":\"5734\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"5910\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5867\"},\"glyph\":{\"id\":\"5869\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5871\"},\"nonselection_glyph\":{\"id\":\"5870\"},\"view\":{\"id\":\"5873\"}},\"id\":\"5872\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"x0\":{\"field\":\"group_name\"},\"x1\":{\"field\":\"group_name\"},\"y0\":{\"field\":\"upper\"},\"y1\":{\"field\":\"q3\"}},\"id\":\"5681\",\"type\":\"Segment\"},{\"attributes\":{\"source\":{\"id\":\"5622\"}},\"id\":\"5735\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"red\"},\"hatch_alpha\":{\"value\":0.1},\"hatch_color\":{\"value\":\"red\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"red\"},\"x\":{\"field\":\"outx\"},\"y\":{\"field\":\"outy\"}},\"id\":\"5738\",\"type\":\"Circle\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"5887\"},{\"id\":\"5912\"},{\"id\":\"5936\"},{\"id\":\"5965\"}],\"location\":\"bottom_right\",\"visible\":true},\"id\":\"5886\",\"type\":\"Legend\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"#1f77b4\"},\"hatch_alpha\":{\"value\":0.2},\"height\":{\"value\":0.001},\"line_alpha\":{\"value\":0.2},\"width\":{\"value\":0.05},\"x\":{\"field\":\"group_name\"},\"y\":{\"field\":\"upper\"}},\"id\":\"5733\",\"type\":\"Rect\"},{\"attributes\":{},\"id\":\"5813\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"6009\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.4},\"fill_color\":{\"value\":\"red\"},\"hatch_color\":{\"value\":\"red\"},\"line_color\":{\"value\":\"red\"},\"x\":{\"field\":\"outx\"},\"y\":{\"field\":\"outy\"}},\"id\":\"5737\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"6007\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"factors\":[\"IB (0)\",\"OOB (0)\",\"IB (1)\",\"OOB (1)\"]},\"id\":\"5627\",\"type\":\"FactorRange\"},{\"attributes\":{\"line_alpha\":0.8,\"line_dash\":[6],\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5862\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"5709\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5623\"},\"glyph\":{\"id\":\"5737\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5739\"},\"nonselection_glyph\":{\"id\":\"5738\"},\"view\":{\"id\":\"5741\"}},\"id\":\"5740\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"color\":[\"#FFCCCC\",\"#CCE5FF\",\"#FFCCCC\",\"#CCE5FF\"],\"group_name\":[\"IB (0)\",\"IB (1)\",\"OOB (0)\",\"OOB (1)\"],\"label\":[\"0\",\"1\",\"0\",\"1\"],\"lower\":{\"__ndarray__\":\"aLOG7Znevz4QO+d652TkP9waOsBREPI+qoZn+fiqaj8=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4]},\"q1\":{\"__ndarray__\":\"qJIpsSn/iT/4HSHOQRrrP8BYfpoLl5I/ULwaUXDg3j8=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4]},\"q2\":{\"__ndarray__\":\"eBQe1WuXpj9ny2OoHMntPyBOf0e/SrY/MhWuaQMc6z8=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4]},\"q3\":{\"__ndarray__\":\"7b2Akp00wz89tUewKJPvP9zOpV417NU/oLDD8Mc57z8=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4]},\"upper\":{\"__ndarray__\":\"iPrSAs/J1j/sulrcwP/vP2pWESsuiOo/0ZUWUB//7z8=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4]}},\"selected\":{\"id\":\"5714\"},\"selection_policy\":{\"id\":\"5713\"}},\"id\":\"5622\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"6010\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"renderers\":[{\"id\":\"5740\"}],\"tooltips\":[[\"Index\",\"@outidx\"],[\"Median Predicted Score\",\"@outy\"]]},\"id\":\"5744\",\"type\":\"HoverTool\"},{\"attributes\":{\"data\":{\"outidx\":[6,12,42,57,90,113,114,145,154,166,168,198,217,218,221,243,246,254,259,265,279,290,295,310,323,343,366,386],\"outx\":[\"IB (0)\",\"IB (0)\",\"IB (0)\",\"IB (0)\",\"IB (0)\",\"IB (0)\",\"IB (0)\",\"IB (1)\",\"IB (1)\",\"IB (1)\",\"IB (1)\",\"IB (1)\",\"IB (1)\",\"IB (1)\",\"IB (1)\",\"IB (1)\",\"IB (1)\",\"OOB (0)\",\"OOB (0)\",\"OOB (0)\",\"OOB (0)\",\"OOB (0)\",\"OOB (0)\",\"OOB (0)\",\"OOB (0)\",\"OOB (0)\",\"OOB (0)\",\"OOB (0)\"],\"outy\":[0.4960139004023808,0.5137409180481995,0.7901702095364206,0.4410757355291819,0.6292061650621886,0.3731531339157952,0.4209642613912914,0.36380880458077325,0.5722124001723912,0.5025810404459004,0.46702618037919824,0.555331340125182,0.5916249420764581,0.5351061947330435,0.42231645839596627,0.3728053567923247,0.35233602696189953,0.9541911875173508,0.9482036439880299,0.9985308393616579,0.8830840942393143,0.8372226452757845,0.9671110175568436,0.9128779533785167,0.9615837542283577,0.887907951214366,0.831185818297399,0.8602377062959309]},\"selected\":{\"id\":\"5993\"},\"selection_policy\":{\"id\":\"5992\"}},\"id\":\"5623\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"red\"},\"hatch_alpha\":{\"value\":0.2},\"hatch_color\":{\"value\":\"red\"},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"red\"},\"x\":{\"field\":\"outx\"},\"y\":{\"field\":\"outy\"}},\"id\":\"5739\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"5710\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"5755\",\"type\":\"LinearScale\"},{\"attributes\":{\"source\":{\"id\":\"5623\"}},\"id\":\"5741\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"renderers\":[{\"id\":\"5684\"},{\"id\":\"5690\"},{\"id\":\"5696\"},{\"id\":\"5722\"}],\"tooltips\":[[\"Upper\",\"@upper{1.11}\"],[\"Q3\",\"@q3{1.11}\"],[\"Median\",\"@q2{1.11}\"],[\"Q1\",\"@q1{1.11}\"],[\"Lower\",\"@lower{1.11}\"]]},\"id\":\"5742\",\"type\":\"HoverTool\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"5771\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Groups: 0 (Red) & 0 (Blue)\",\"text_font_size\":\"10pt\"},\"id\":\"5625\",\"type\":\"Title\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5797\"},\"glyph\":{\"id\":\"5798\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5800\"},\"nonselection_glyph\":{\"id\":\"5799\"},\"view\":{\"id\":\"5802\"}},\"id\":\"5801\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"5790\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"blue\",\"hatch_alpha\":0.2,\"hatch_color\":\"blue\",\"line_alpha\":0.2,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5800\",\"type\":\"Patch\"},{\"attributes\":{\"end\":1.2499620811440877,\"start\":-0.24999028870774356},\"id\":\"5629\",\"type\":\"Range1d\"},{\"attributes\":{\"axis_label\":\"Class\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"5703\"},\"group\":null,\"major_label_policy\":{\"id\":\"5704\"},\"ticker\":{\"id\":\"5636\"}},\"id\":\"5635\",\"type\":\"CategoricalAxis\"},{\"attributes\":{},\"id\":\"5633\",\"type\":\"LinearScale\"},{\"attributes\":{\"editor\":{\"id\":\"6373\"},\"field\":\"auc\",\"formatter\":{\"id\":\"6372\"},\"title\":\"AUC\"},\"id\":\"5969\",\"type\":\"TableColumn\"},{\"attributes\":{},\"id\":\"5631\",\"type\":\"CategoricalScale\"},{\"attributes\":{\"data\":{\"R2\":[[\"0.75 (0.68, 0.87)\"],[\"0.28 (-0.09, 0.46)\"]],\"auc\":[[\"0.98 (0.95, 1.0)\"],[\"0.82 (0.67, 0.91)\"]],\"evaluate\":[[\"Train (IB 95% CI)\"],[\"Test (OOB 95% CI)\"]],\"manw_pval\":[[\"1.86e-26\"],[\"4.07e-07\"]]},\"selected\":{\"id\":\"6375\"},\"selection_policy\":{\"id\":\"6374\"}},\"id\":\"5970\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"5636\",\"type\":\"CategoricalTicker\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[120]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[120]}},\"selected\":{\"id\":\"5708\"},\"selection_policy\":{\"id\":\"5707\"}},\"id\":\"5662\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"editor\":{\"id\":\"6371\"},\"field\":\"R2\",\"formatter\":{\"id\":\"6370\"},\"title\":\"R\\u00b2\"},\"id\":\"5968\",\"type\":\"TableColumn\"},{\"attributes\":{},\"id\":\"5711\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"5656\"}},\"id\":\"5661\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"5701\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"5643\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"5712\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5662\"},\"glyph\":{\"id\":\"5663\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5665\"},\"nonselection_glyph\":{\"id\":\"5664\"},\"view\":{\"id\":\"5667\"}},\"id\":\"5666\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"blue\",\"hatch_alpha\":0.1,\"hatch_color\":\"blue\",\"line_alpha\":0.1,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5799\",\"type\":\"Patch\"},{\"attributes\":{\"source\":{\"id\":\"5913\"}},\"id\":\"5919\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":{\"value\":0.2},\"x0\":{\"field\":\"group_name\"},\"x1\":{\"field\":\"group_name\"},\"y0\":{\"field\":\"upper\"},\"y1\":{\"field\":\"q3\"}},\"id\":\"5683\",\"type\":\"Segment\"},{\"attributes\":{\"source\":{\"id\":\"5970\"}},\"id\":\"5973\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.2,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.2,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5671\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"5639\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"5766\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"children\":[{\"id\":\"5971\"}],\"height\":95,\"width\":950},\"id\":\"5974\",\"type\":\"WidgetBox\"},{\"attributes\":{\"end\":1.06,\"start\":-0.06},\"id\":\"5831\",\"type\":\"Range1d\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[120]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[120]}},\"selected\":{\"id\":\"5712\"},\"selection_policy\":{\"id\":\"5711\"}},\"id\":\"5674\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"5758\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_alpha\":0.7,\"line_color\":\"orange\",\"line_width\":2.5,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5915\",\"type\":\"Line\"},{\"attributes\":{\"fill_alpha\":0.3,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.3,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.3,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5675\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"5792\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"axis_label\":\"Median Predicted Score\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"5790\"},\"group\":null,\"major_label_policy\":{\"id\":\"5791\"},\"ticker\":{\"id\":\"5758\"}},\"id\":\"5757\",\"type\":\"LinearAxis\"},{\"attributes\":{\"toolbars\":[{\"id\":\"5649\"},{\"id\":\"5772\"},{\"id\":\"5854\"}],\"tools\":[{\"id\":\"5642\"},{\"id\":\"5643\"},{\"id\":\"5644\"},{\"id\":\"5645\"},{\"id\":\"5646\"},{\"id\":\"5647\"},{\"id\":\"5742\"},{\"id\":\"5744\"},{\"id\":\"5765\"},{\"id\":\"5766\"},{\"id\":\"5767\"},{\"id\":\"5768\"},{\"id\":\"5769\"},{\"id\":\"5770\"},{\"id\":\"5847\"},{\"id\":\"5848\"},{\"id\":\"5849\"},{\"id\":\"5850\"},{\"id\":\"5851\"},{\"id\":\"5852\"},{\"id\":\"5888\"},{\"id\":\"5937\"}]},\"id\":\"6033\",\"type\":\"ProxyToolbar\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.1,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.1,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5670\",\"type\":\"Patch\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]}},\"selected\":{\"id\":\"5793\"},\"selection_policy\":{\"id\":\"5792\"}},\"id\":\"5779\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data\":{\"ci\":{\"__ndarray__\":\"AAAAAAAAAAAU/wVZPfHXPxT/BVk98dc/FP8FWT3x1z8U/wVZPfHXPxT/BVk98dc/FP8FWT3x1z8U/wVZPfHXPxT/BVk98dc/FP8FWT3x1z8U/wVZPfHXPxT/BVk98dc/oGnRrg+a0j+gadGuD5rSP6Bp0a4PmtI/oGnRrg+a0j+gadGuD5rSP6Bp0a4PmtI/oGnRrg+a0j+weuK/IKvHP7B64r8gq8c/sHrivyCrxz+weuK/IKvHP7B64r8gq8c/sHrivyCrxz+weuK/IKvHP7ZWzE95a8U/tlbMT3lrxT+2VsxPeWvFP7ZWzE95a8U/tlbMT3lrxT+2VsxPeWvFP7ZWzE95a8U/2PuaEJS9vz/Y+5oQlL2/P9j7mhCUvb8/2PuaEJS9vz/Y+5oQlL2/P9j7mhCUvb8/2PuaEJS9vz/w1or5KW+9P/DWivkpb70/8NaK+SlvvT/w1or5KW+9P3zEAu70R7w/fMQC7vRHvD98xALu9Ee8P+iVsf2OXrk/6JWx/Y5euT/olbH9jl65P+iVsf2OXrk/YIQjmRxGuD9ghCOZHEa4P2CEI5kcRrg/3HKVNKottz/ccpU0qi23P9xylTSqLbc/3HKVNKottz/Ec4/bbDy3P8Rzj9tsPLc/xHOP22w8tz+QOgNrSKmzP5A6A2tIqbM/kDoDa0ipsz+QOgNrSKmzP5A6A2tIqbM/kDoDa0ipsz+QOgNrSKmzPxwoe18TgrI/HCh7XxOCsj8cKHtfE4KyPxwoe18TgrI/NANrSKkzsD80A2tIqTOwPzQDa0ipM7A/NANrSKkzsD80A2tIqTOwPzQDa0ipM7A/NANrSKkzsD80A2tIqTOwPzQDa0ipM7A/NANrSKkzsD80A2tIqTOwPzQDa0ipM7A/NANrSKkzsD80A2tIqTOwP6gV81PeWrE/qBXzU95asT+oFfNT3lqxPxDzU95aMa8/EPNT3loxrz8Q81PeWjGvPxDzU95aMa8/EPNT3loxrz8Q81PeWjGvPxDzU95aMa8/KM5Dx/DirD8ozkPH8OKsPyjOQ8fw4qw/KM5Dx/DirD8ozkPH8OKsPyjOQ8fw4qw/KM5Dx/DirD8ozkPH8OKsP6C8tWJ+yqs/oLy1Yn7Kqz+gvLVifsqrP6C8tWJ+yqs/oLy1Yn7Kqz+gvLVifsqrP6C8tWJ+yqs/oLy1Yn7Kqz+gvLVifsqrP6C8tWJ+yqs/oLy1Yn7Kqz+gvLVifsqrP6C8tWJ+yqs/oLy1Yn7Kqz8wzkPH8OKsPzDOQ8fw4qw/MM5Dx/DirD/QusEU+ayrP9C6wRT5rKs/0LrBFPmsqz/QusEU+ayrP+iVsf2OXqk/6JWx/Y5eqT/olbH9jl6pP+iVsf2OXqk/6JWx/Y5eqT/olbH9jl6pP+iVsf2OXqk/2HKVNKotpz/YcpU0qi2nP9hylTSqLac/2HKVNKotpz/YcpU0qi2nP9hylTSqLac/2HKVNKotpz/YcpU0qi2nP9hylTSqLac/2HKVNKotpz/YcpU0qi2nP9hylTSqLac/2HKVNKotpz/YcpU0qi2nP9hylTSqLac/2HKVNKotpz/YcpU0qi2nP3hfE4Ky96U/eF8TgrL3pT94XxOCsvelP3hfE4Ky96U/GEyRz7rBpD8YTJHPusGkPxhMkc+6waQ/GEyRz7rBpD8YTJHPusGkPxhMkc+6waQ/GEyRz7rBpD+QOgNrSKmjP5A6A2tIqaM/kDoDa0ipoz+QOgNrSKmjP5A6A2tIqaM/kDoDa0ipoz+QOgNrSKmjP5A6A2tIqaM/kDoDa0ipoz+QOgNrSKmjP5A6A2tIqaM/kDoDa0ipoz+QOgNrSKmjP5A6A2tIqaM/kDoDa0ipoz+QOgNrSKmjP5A6A2tIqaM/kDoDa0ipoz+QOgNrSKmjP5A6A2tIqaM/kDoDa0ipoz+QOgNrSKmjP5A6A2tIqaM/kDoDa0ipoz+QOgNrSKmjP5A6A2tIqaM/kDoDa0ipoz+QOgNrSKmjP5A6A2tIqaM/kDoDa0ipoz+QOgNrSKmjPzgngbhQc6I/OCeBuFBzoj84J4G4UHOiPzgngbhQc6I/OCeBuFBzoj84J4G4UHOiPzgngbhQc6I/OCeBuFBzoj84J4G4UHOiPzgngbhQc6I/OCeBuFBzoj+wFfNT3lqhP7AV81PeWqE/sBXzU95aoT+wFfNT3lqhP7AV81PeWqE/sBXzU95aoT+wFfNT3lqhP7AV81PeWqE/sBXzU95aoT+wFfNT3lqhP7AV81PeWqE/UAJxoeYkoD9QAnGh5iSgP1ACcaHmJKA/UAJxoeYkoD9QAnGh5iSgP1ACcaHmJKA/UAJxoeYkoD9QAnGh5iSgP1ACcaHmJKA/UAJxoeYkoD+Q4cV56BieP5DhxXnoGJ4/kOHFeegYnj+Q4cV56BieP5DhxXnoGJ4/kOHFeegYnj+Q4cV56BieP5DhxXnoGJ4/kOHFeegYnj+Q4cV56BieP5DhxXnoGJ4/kOHFeegYnj+Q4cV56BieP5DhxXnoGJ4/0LrBFPmsmz/QusEU+aybP9C6wRT5rJs/0LrBFPmsmz/QusEU+aybP9C6wRT5rJs/0LrBFPmsmz/QusEU+aybP9C6wRT5rJs/0LrBFPmsmz/QusEU+aybP9C6wRT5rJs/0LrBFPmsmz/QusEU+aybP9C6wRT5rJs/0LrBFPmsmz/QusEU+aybP9C6wRT5rJs/0LrBFPmsmz/QusEU+aybP9C6wRT5rJs/0LrBFPmsmz/QusEU+aybP9C6wRT5rJs/0LrBFPmsmz/QusEU+aybP9C6wRT5rJs/0LrBFPmsmz/Al6VLFHyZP8CXpUsUfJk/wJelSxR8mT/Al6VLFHyZP8CXpUsUfJk/wJelSxR8mT/Al6VLFHyZPwBxoeYkEJc/AHGh5iQQlz8AcaHmJBCXPwBxoeYkEJc/AHGh5iQQlz8AcaHmJBCXPwBxoeYkEJc/AHGh5iQQlz8AcaHmJBCXPwBxoeYkEJc/AHGh5iQQlz8AcaHmJBCXPwBxoeYkEJc/AHGh5iQQlz8AcaHmJBCXPwBxoeYkEJc/AHGh5iQQlz8AcaHmJBCXPwBxoeYkEJc/AHGh5iQQlz8AcaHmJBCXPwBxoeYkEJc/AHGh5iQQlz8AcaHmJBCXPwBxoeYkEJc/AHGh5iQQlz8AcaHmJBCXPwBxoeYkEJc/8E2FHUDflD/wTYUdQN+UP/BNhR1A35Q/8E2FHUDflD/wTYUdQN+UP/BNhR1A35Q/8E2FHUDflD/wTYUdQN+UP/BNhR1A35Q/8E2FHUDflD/wTYUdQN+UP/BNhR1A35Q/8E2FHUDflD/wTYUdQN+UP/BNhR1A35Q/8E2FHUDflD/wTYUdQN+UP/BNhR1A35Q/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/IARl72tCkD8gBGXva0KQPyAEZe9rQpA/IARl72tCkD8gBGXva0KQPyAEZe9rQpA/IARl72tCkD/AusEU+ayLP8C6wRT5rIs/wLrBFPmsiz/AusEU+ayLP8C6wRT5rIs/wLrBFPmsiz/AusEU+ayLP8C6wRT5rIs/wLrBFPmsiz/AusEU+ayLP8C6wRT5rIs/wLrBFPmsiz/AusEU+ayLP8C6wRT5rIs/wLrBFPmsiz/AusEU+ayLP8C6wRT5rIs/wLrBFPmsiz/AusEU+ayLP8C6wRT5rIs/wLrBFPmsiz/AusEU+ayLP8C6wRT5rIs/wLrBFPmsiz/AusEU+ayLP8C6wRT5rIs/wLrBFPmsiz/AusEU+ayLP8C6wRT5rIs/wLrBFPmsiz/AusEU+ayLP8C6wRT5rIs/wLrBFPmsiz/AusEU+ayLP8C6wRT5rIs/wLrBFPmsiz/AusEU+ayLP8C6wRT5rIs/wLrBFPmsiz/AusEU+ayLP8C6wRT5rIs/wLrBFPmsiz/AusEU+ayLP8C6wRT5rIs/wLrBFPmsiz/AusEU+ayLP8C6wRT5rIs/wLrBFPmsiz/AusEU+ayLP8C6wRT5rIs/wLrBFPmsiz/AusEU+ayLP8C6wRT5rIs/wLrBFPmsiz/AusEU+ayLP8C6wRT5rIs/wLrBFPmsiz/AusEU+ayLP8C6wRT5rIs/wLrBFPmsiz+gdImCL0uHP6B0iYIvS4c/oHSJgi9Lhz+gdImCL0uHP6B0iYIvS4c/oHSJgi9Lhz+gdImCL0uHP6B0iYIvS4c/oHSJgi9Lhz+gdImCL0uHP6B0iYIvS4c/oHSJgi9Lhz+gdImCL0uHP6B0iYIvS4c/oHSJgi9Lhz+gdImCL0uHP6B0iYIvS4c/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QCeBuFBzgj9AJ4G4UHOCP0AngbhQc4I/QMKRTA4jfD9AwpFMDiN8P0DCkUwOI3w/QMKRTA4jfD9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj8ANiEoe19jPwA2ISh7X2M/ADYhKHtfYz8ANiEoe19jPwA2ISh7X2M/ADYhKHtfYz8ANiEoe19jPwA2ISh7X2M/ADYhKHtfYz8ANiEoe19jPwA2ISh7X2M/ADYhKHtfYz8ANiEoe19jPwA2ISh7X2M/ADYhKHtfYz8ANiEoe19jPwA2ISh7X2M/ADYhKHtfYz8ANiEoe19jPwA2ISh7X2M/ADYhKHtfYz8ANiEoe19jPwA2ISh7X2M/ADYhKHtfYz8ANiEoe19jPwA2ISh7X2M/ADYhKHtfYz8ANiEoe19jPwA2ISh7X2M/ADYhKHtfYz8ANiEoe19jPwA2ISh7X2M/ADYhKHtfYz8ANiEoe19jPwA2ISh7X2M/ADYhKHtfYz8ANiEoe19jPwA2ISh7X2M/ADYhKHtfYz8ANiEoe19jPwA2ISh7X2M/ADYhKHtfYz8ANiEoe19jPwA2ISh7X2M/ADYhKHtfYz8ANiEoe19jPwA2ISh7X2M/ADYhKHtfYz8ANiEoe19jPwA2ISh7X2M/ADYhKHtfYz8ANiEoe19jPwA2ISh7X2M/ADYhKHtfYz8ANiEoe19jPwA2ISh7X2M/ADYhKHtfYz8ANiEoe19jPwA2ISh7X2M/ADYhKHtfYz8ANiEoe19jPwA2ISh7X2M/ADYhKHtfYz8AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"lowci\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"spec\":{\"__ndarray__\":\"AAAAAAAA8D8AAAAAAADwP33/rb/M9+8/+v5bf5nv7z92/gk/ZufvP/P9t/4y3+8/cP1lvv/W7z/t/BN+zM7vP2r8wT2Zxu8/5vtv/WW+7z9j+x29MrbvP+D6y3z/re8/Xfp5PMyl7z/a+Sf8mJ3vP1b51btlle8/0/iDezKN7z9Q+DE7/4TvP8333/rLfO8/SveNuph07z/G9jt6ZWzvP0P26TkyZO8/wPWX+f5b7z899UW5y1PvP7r083iYS+8/NvShOGVD7z+z80/4MTvvPzDz/bf+Mu8/rfKrd8sq7z8q8lk3mCLvP6bxB/dkGu8/I/G1tjES7z+g8GN2/gnvPx3wETbLAe8/mu+/9Zf57j8W7221ZPHuP5PuG3Ux6e4/EO7JNP7g7j+N7Xf0ytjuPwrtJbSX0O4/huzTc2TI7j8D7IEzMcDuP4DrL/P9t+4//erdssqv7j966otyl6fuP/bpOTJkn+4/c+nn8TCX7j/w6JWx/Y7uP23oQ3HKhu4/6efxMJd+7j9m55/wY3buP+PmTbAwbu4/YOb7b/1l7j/d5akvyl3uP1nlV++WVe4/1uQFr2NN7j9T5LNuMEXuP9DjYS79PO4/TeMP7sk07j/J4r2tlizuP0bia21jJO4/w+EZLTAc7j9A4cfs/BPuP73gdazJC+4/OeAjbJYD7j+239ErY/vtPzPff+sv8+0/sN4tq/zq7T8t3ttqyeLtP6ndiSqW2u0/Jt036mLS7T+j3OWpL8rtPyDck2n8we0/ndtBKcm57T8Z2+/olbHtP5banahiqe0/E9pLaC+h7T+Q2fkn/JjtPwzZp+fIkO0/idhVp5WI7T8G2ANnYoDtP4PXsSYveO0/ANdf5vtv7T981g2myGftP/nVu2WVX+0/dtVpJWJX7T/z1BflLk/tP3DUxaT7Ru0/7NNzZMg+7T9p0yEklTbtP+bSz+NhLu0/Y9J9oy4m7T/g0Stj+x3tP1zR2SLIFe0/2dCH4pQN7T9W0DWiYQXtP9PP42Eu/ew/UM+RIfv07D/Mzj/hx+zsP0nO7aCU5Ow/xs2bYGHc7D9DzUkgLtTsP8DM99/6y+w/PMyln8fD7D+5y1NflLvsPzbLAR9hs+w/s8qv3i2r7D8wyl2e+qLsP6zJC17Hmuw/Kcm5HZSS7D+myGfdYIrsPyPIFZ0tguw/oMfDXPp57D8cx3Ecx3HsP5nGH9yTaew/FsbNm2Bh7D+TxXtbLVnsPxDFKRv6UOw/jMTX2sZI7D8JxIWak0DsP4bDM1pgOOw/A8PhGS0w7D+Awo/Z+SfsP/zBPZnGH+w/ecHrWJMX7D/2wJkYYA/sP3PAR9gsB+w/8L/1l/n+6z9sv6NXxvbrP+m+UReT7us/Zr7/1l/m6z/jva2WLN7rP2C9W1b51es/3LwJFsbN6z9ZvLfVksXrP9a7ZZVfves/U7sTVSy16z/QusEU+azrP0y6b9TFpOs/ybkdlJKc6z9GuctTX5TrP8O4eRMsjOs/QLgn0/iD6z+8t9WSxXvrPzm3g1KSc+s/trYxEl9r6z8ztt/RK2PrP7C1jZH4Wus/LLU7UcVS6z+ptOkQkkrrPya0l9BeQus/o7NFkCs66z8gs/NP+DHrP5yyoQ/FKes/GbJPz5Eh6z+Wsf2OXhnrPxOxq04rEes/kLBZDvgI6z8MsAfOxADrP4mvtY2R+Oo/Bq9jTV7w6j+DrhENK+jqPwCuv8z33+o/fK1tjMTX6j/5rBtMkc/qP3asyQtex+o/86t3yyq/6j9wqyWL97bqP+yq00rEruo/aaqBCpGm6j/mqS/KXZ7qP2Op3Ykqluo/4KiLSfeN6j9cqDkJxIXqP9mn58iQfeo/VqeViF116j/TpkNIKm3qP1Cm8Qf3ZOo/zKWfx8Nc6j9JpU2HkFTqP8ak+0ZdTOo/Q6SpBipE6j/Ao1fG9jvqPzyjBYbDM+o/uaKzRZAr6j82omEFXSPqP7KhD8UpG+o/MKG9hPYS6j+soGtEwwrqPymgGQSQAuo/pp/Hw1z66T8in3WDKfLpP6CeI0P26ek/HJ7RAsPh6T+ZnX/Cj9npPxadLYJc0ek/kpzbQSnJ6T8QnIkB9sDpP4ybN8HCuOk/CZvlgI+w6T+GmpNAXKjpPwKaQQApoOk/gJnvv/WX6T/8mJ1/wo/pP3mYSz+Ph+k/9pf5/lt/6T9yl6e+KHfpP++WVX71buk/bJYDPsJm6T/plbH9jl7pP2aVX71bVuk/4pQNfShO6T9flLs89UXpP9yTafzBPek/WZMXvI416T/WksV7Wy3pP1KSczsoJek/z5Eh+/Qc6T9Mkc+6wRTpP8mQfXqODOk/RpArOlsE6T/Cj9n5J/zoPz+Ph7n08+g/vI41ecHr6D85juM4juPoP7aNkfha2+g/Mo0/uCfT6D+vjO139MroPyyMmzfBwug/qYtJ94266D8mi/e2WrLoP6KKpXYnqug/H4pTNvSh6D+ciQH2wJnoPxmJr7WNkeg/lohddVqJ6D8SiAs1J4HoP4+HufTzeOg/DIdntMBw6D+JhhV0jWjoPwaGwzNaYOg/goVx8yZY6D//hB+z80/oP3yEzXLAR+g/+YN7Mo0/6D92gynyWTfoP/KC17EmL+g/b4KFcfMm6D/sgTMxwB7oP2mB4fCMFug/5oCPsFkO6D9igD1wJgboP99/6y/z/ec/XH+Z77/15z/ZfkevjO3nP1Z+9W5Z5ec/0n2jLibd5z9PfVHu8tTnP8x8/62/zOc/SXytbYzE5z/Ge1stWbznP0J7Ce0ltOc/v3q3rPKr5z88emVsv6PnP7l5EyyMm+c/NnnB61iT5z+yeG+rJYvnPy94HWvyguc/rHfLKr965z8pd3nqi3LnP6Z2J6pYauc/InbVaSVi5z+fdYMp8lnnPxx1Mem+Uec/mXTfqItJ5z8WdI1oWEHnP5JzOyglOec/D3Pp5/Ew5z+McpenvijnPwhyRWeLIOc/hnHzJlgY5z8CcaHmJBDnP39wT6bxB+c//G/9Zb7/5j94b6sli/fmP/ZuWeVX7+Y/cm4HpSTn5j/vbbVk8d7mP2xtYyS+1uY/6GwR5IrO5j9mbL+jV8bmP+JrbWMkvuY/X2sbI/G15j/casniva3mP1hqd6KKpeY/1mklYled5j9SadMhJJXmP89ogeHwjOY/TGgvob2E5j/IZ91ginzmP0ZniyBXdOY/wmY54CNs5j8/Zuef8GPmP7xllV+9W+Y/OGVDH4pT5j+2ZPHeVkvmPzJkn54jQ+Y/r2NNXvA65j8sY/sdvTLmP6hiqd2JKuY/JmJXnVYi5j+iYQVdIxrmPx9hsxzwEeY/nGBh3LwJ5j8YYA+ciQHmP5ZfvVtW+eU/El9rGyPx5T+PXhnb7+jlPwxex5q84OU/iF11WonY5T8GXSMaVtDlP4Jc0dkiyOU//1t/me+/5T98Wy1ZvLflP/ha2xiJr+U/dlqJ2FWn5T/yWTeYIp/lP29Z5VfvluU/7FiTF7yO5T9oWEHXiIblP+ZX75ZVfuU/YledViJ25T/fVksW723lP1xW+dW7ZeU/2FWnlYhd5T9WVVVVVVXlP9JUAxUiTeU/T1Sx1O5E5T/MU1+UuzzlP0hTDVSINOU/xlK7E1Us5T9CUmnTISTlP79RF5PuG+U/PFHFUrsT5T+4UHMSiAvlPzZQIdJUA+U/sk/PkSH75D8vT31R7vLkP6xOKxG76uQ/KE7Z0Ifi5D+mTYeQVNrkPyJNNVAh0uQ/n0zjD+7J5D8cTJHPusHkP5hLP4+HueQ/FkvtTlSx5D+SSpsOIankPw9KSc7toOQ/jEn3jbqY5D8ISaVNh5DkP4ZIUw1UiOQ/AkgBzSCA5D9/R6+M7XfkP/xGXUy6b+Q/eEYLDIdn5D/2RbnLU1/kP3JFZ4sgV+Q/70QVS+1O5D9sRMMKukbkP+hDccqGPuQ/ZUMfilM25D/iQs1JIC7kP19CewntJeQ/3EEpybkd5D9YQdeIhhXkP9VAhUhTDeQ/UkAzCCAF5D/PP+HH7PzjP0w/j4e59OM/yD49R4bs4z9FPusGU+TjP8I9mcYf3OM/Pz1HhuzT4z+8PPVFucvjPzg8owWGw+M/tTtRxVK74z8yO/+EH7PjP686rUTsquM/LDpbBLmi4z+oOQnEhZrjPyU5t4NSkuM/ojhlQx+K4z8fOBMD7IHjP5w3wcK4eeM/GDdvgoVx4z+VNh1CUmnjPxI2ywEfYeM/jzV5wetY4z8MNSeBuFDjP4g01UCFSOM/BTSDAFJA4z+CMzHAHjjjP/8y33/rL+M/fDKNP7gn4z/4MTv/hB/jP3Ux6b5RF+M/8jCXfh4P4z9uMEU+6wbjP+wv8/23/uI/aC+hvYT24j/lLk99Ue7iP2Iu/Twe5uI/3i2r/Ord4j9cLVm8t9XiP9gsB3yEzeI/VSy1O1HF4j/SK2P7Hb3iP04rEbvqtOI/zCq/eres4j9IKm06hKTiP8UpG/pQnOI/QinJuR2U4j++KHd56oviPzwoJTm3g+I/uCfT+IN74j81J4G4UHPiP7ImL3gda+I/LibdN+pi4j+sJYv3tlriPyglObeDUuI/pSTndlBK4j8iJJU2HULiP54jQ/bpOeI/HCPxtbYx4j+YIp91gyniPxUiTTVQIeI/kiH79BwZ4j8OIam06RDiP4wgV3S2COI/CCAFNIMA4j+FH7PzT/jhPwIfYbMc8OE/fh4Pc+nn4T/8Hb0ytt/hP3gda/KC1+E/9RwZsk/P4T9yHMdxHMfhP+4bdTHpvuE/bBsj8bW24T/oGtGwgq7hP2Uaf3BPpuE/4hktMBye4T9eGdvv6JXhP9wYia+1jeE/WBg3b4KF4T/VF+UuT33hP1IXk+4bdeE/zhZBruhs4T9MFu9ttWThP8gVnS2CXOE/RRVL7U5U4T/CFPmsG0zhPz4Up2zoQ+E/vBNVLLU74T84EwPsgTPhP7USsatOK+E/MhJfaxsj4T+uEQ0r6BrhPywRu+q0EuE/qBBpqoEK4T8lEBdqTgLhP6IPxSkb+uA/Hg9z6efx4D+cDiGptOngPxgOz2iB4eA/lQ19KE7Z4D8SDSvoGtHgP44M2afnyOA/DAyHZ7TA4D+ICzUngbjgPwUL4+ZNsOA/ggqRphqo4D/+CT9m55/gP3wJ7SW0l+A/+Aib5YCP4D91CEmlTYfgP/IH92Qaf+A/bgelJOd24D/sBlPks27gP2gGAaSAZuA/5QWvY01e4D9iBV0jGlbgP94EC+PmTeA/XAS5orNF4D/YA2digD3gP1UDFSJNNeA/0gLD4Rkt4D9OAnGh5iTgP8sBH2GzHOA/SAHNIIAU4D/FAHvgTAzgP0IAKaAZBOA/fP+tv8z33z92/gk/ZuffP3D9Zb7/1t8/avzBPZnG3z9k+x29MrbfP1z6eTzMpd8/VvnVu2WV3z9Q+DE7/4TfP0r3jbqYdN8/RPbpOTJk3z889UW5y1PfPzb0oThlQ98/MPP9t/4y3z8q8lk3mCLfPyTxtbYxEt8/HPARNssB3z8W7221ZPHePxDuyTT+4N4/Cu0ltJfQ3j8E7IEzMcDeP/zq3bLKr94/9uk5MmSf3j/w6JWx/Y7eP+rn8TCXft4/5OZNsDBu3j/c5akvyl3eP9bkBa9jTd4/0ONhLv083j/K4r2tlizeP8ThGS0wHN4/vOB1rMkL3j+239ErY/vdP7DeLav86t0/qt2JKpba3T+k3OWpL8rdP5zbQSnJud0/ltqdqGKp3T+Q2fkn/JjdP4rYVaeViN0/hNexJi943T981g2myGfdP3bVaSViV90/cNTFpPtG3T9q0yEklTbdP2TSfaMuJt0/XNHZIsgV3T9W0DWiYQXdP1DPkSH79Nw/Ss7toJTk3D9CzUkgLtTcPzzMpZ/Hw9w/NssBH2Gz3D8wyl2e+qLcPyrJuR2Uktw/IsgVnS2C3D8cx3Ecx3HcPxbGzZtgYdw/EMUpG/pQ3D8KxIWak0DcPwLD4RktMNw//ME9mcYf3D/2wJkYYA/cP/C/9Zf5/ts/6r5RF5Pu2z/iva2WLN7bP9y8CRbGzds/1rtllV+92z/QusEU+azbP8q5HZSSnNs/wrh5EyyM2z+8t9WSxXvbP7a2MRJfa9s/sLWNkfha2z+qtOkQkkrbP6KzRZArOts/nLKhD8Up2z+Wsf2OXhnbP5CwWQ74CNs/iq+1jZH42j+CrhENK+jaP3ytbYzE19o/dqzJC17H2j9wqyWL97baP2qqgQqRpto/YqndiSqW2j9cqDkJxIXaP1anlYhdddo/UKbxB/dk2j9KpU2HkFTaP0KkqQYqRNo/PKMFhsMz2j82omEFXSPaPzChvYT2Eto/KqAZBJAC2j8in3WDKfLZPxye0QLD4dk/Fp0tglzR2T8QnIkB9sDZPwqb5YCPsNk/AppBACmg2T/8mJ1/wo/ZP/aX+f5bf9k/8JZVfvVu2T/qlbH9jl7ZP+KUDX0oTtk/3JNp/ME92T/WksV7Wy3ZP9CRIfv0HNk/yJB9eo4M2T/Cj9n5J/zYP7yONXnB69g/to2R+Frb2D+wjO139MrYP6iLSfeNutg/ooqldieq2D+ciQH2wJnYP5aIXXVaidg/kIe59PN42D+IhhV0jWjYP4KFcfMmWNg/fITNcsBH2D92gynyWTfYP3CChXHzJtg/aIHh8IwW2D9igD1wJgbYP1x/me+/9dc/Vn71blnl1z9QfVHu8tTXP0h8rW2MxNc/QnsJ7SW01z88emVsv6PXPzZ5wetYk9c/MHgda/KC1z8od3nqi3LXPyJ21WklYtc/HHUx6b5R1z8WdI1oWEHXPxBz6efxMNc/CHJFZ4sg1z8CcaHmJBDXP/xv/WW+/9Y/9m5Z5Vfv1j/wbbVk8d7WP+hsEeSKztY/4mttYyS+1j/casniva3WP9ZpJWJXndY/0GiB4fCM1j/IZ91ginzWP8JmOeAjbNY/vGWVX71b1j+2ZPHeVkvWP7BjTV7wOtY/qGKp3Ykq1j+iYQVdIxrWP5xgYdy8CdY/ll+9W1b51T+QXhnb7+jVP4hddVqJ2NU/glzR2SLI1T98Wy1ZvLfVP3ZaidhVp9U/cFnlV++W1T9oWEHXiIbVP2JXnVYidtU/XFb51btl1T9WVVVVVVXVP1BUsdTuRNU/SFMNVIg01T9CUmnTISTVPzxRxVK7E9U/NlAh0lQD1T8wT31R7vLUPyhO2dCH4tQ/Ik01UCHS1D8cTJHPusHUPxZL7U5UsdQ/DkpJzu2g1D8ISaVNh5DUPwJIAc0ggNQ//EZdTLpv1D/2RbnLU1/UP+5EFUvtTtQ/6ENxyoY+1D/iQs1JIC7UP9xBKcm5HdQ/1kCFSFMN1D/OP+HH7PzTP8g+PUeG7NM/wj2Zxh/c0z+8PPVFucvTP7Y7UcVSu9M/rjqtROyq0z+oOQnEhZrTP6I4ZUMfitM/nDfBwrh50z+WNh1CUmnTP441ecHrWNM/iDTVQIVI0z+CMzHAHjjTP3wyjT+4J9M/djHpvlEX0z9uMEU+6wbTP2gvob2E9tI/Yi79PB7m0j9cLVm8t9XSP1YstTtRxdI/TisRu+q00j9IKm06hKTSP0IpybkdlNI/PCglObeD0j82J4G4UHPSPy4m3TfqYtI/KCU5t4NS0j8iJJU2HULSPxwj8bW2MdI/FiJNNVAh0j8OIam06RDSPwggBTSDANI/Ah9hsxzw0T/8Hb0ytt/RP/YcGbJPz9E/7ht1Mem+0T/oGtGwgq7RP+IZLTAcntE/3BiJr7WN0T/WF+UuT33RP84WQa7obNE/yBWdLYJc0T/CFPmsG0zRP7wTVSy1O9E/thKxq04r0T+uEQ0r6BrRP6gQaaqBCtE/og/FKRv60D+cDiGptOnQP5QNfShO2dA/jgzZp+fI0D+ICzUngbjQP4IKkaYaqNA/fAntJbSX0D90CEmlTYfQP24HpSTndtA/aAYBpIBm0D9iBV0jGlbQP1wEuaKzRdA/VAMVIk010D9OAnGh5iTQP0gBzSCAFNA/QgApoBkE0D94/gk/ZufPP2j8wT2Zxs8/XPp5PMylzz9Q+DE7/4TPP0T26TkyZM8/OPShOGVDzz8o8lk3mCLPPxzwETbLAc8/EO7JNP7gzj8E7IEzMcDOP/jpOTJkn84/6OfxMJd+zj/c5akvyl3OP9DjYS79PM4/xOEZLTAczj+439ErY/vNP6jdiSqW2s0/nNtBKcm5zT+Q2fkn/JjNP4TXsSYveM0/eNVpJWJXzT9o0yEklTbNP1zR2SLIFc0/UM+RIfv0zD9EzUkgLtTMPzjLAR9hs8w/KMm5HZSSzD8cx3Ecx3HMPxDFKRv6UMw/BMPhGS0wzD/4wJkYYA/MP+i+UReT7ss/3LwJFsbNyz/QusEU+azLP8S4eRMsjMs/uLYxEl9ryz+otOkQkkrLP5yyoQ/FKcs/kLBZDvgIyz+ErhENK+jKP3isyQtex8o/aKqBCpGmyj9cqDkJxIXKP1Cm8Qf3ZMo/RKSpBipEyj84omEFXSPKPyigGQSQAso/HJ7RAsPhyT8QnIkB9sDJPwSaQQApoMk/+Jf5/lt/yT/olbH9jl7JP9yTafzBPck/0JEh+/QcyT/Ej9n5J/zIP7SNkfha28g/qItJ9426yD+ciQH2wJnIP5CHufTzeMg/hIVx8yZYyD90gynyWTfIP2iB4fCMFsg/XH+Z77/1xz9QfVHu8tTHP0R7Ce0ltMc/NHnB61iTxz8od3nqi3LHPxx1Mem+Ucc/EHPp5/Ewxz8EcaHmJBDHP/RuWeVX78Y/6GwR5IrOxj/casniva3GP9BogeHwjMY/xGY54CNsxj+0ZPHeVkvGP6hiqd2JKsY/nGBh3LwJxj+QXhnb7+jFP4Rc0dkiyMU/dFqJ2FWnxT9oWEHXiIbFP1xW+dW7ZcU/UFSx1O5ExT9EUmnTISTFPzRQIdJUA8U/KE7Z0IfixD8cTJHPusHEPxBKSc7toMQ/BEgBzSCAxD/0RbnLU1/EP+hDccqGPsQ/3EEpybkdxD/QP+HH7PzDP8Q9mcYf3MM/tDtRxVK7wz+oOQnEhZrDP5w3wcK4ecM/kDV5wetYwz+EMzHAHjjDP3Qx6b5RF8M/aC+hvYT2wj9cLVm8t9XCP1ArEbvqtMI/RCnJuR2Uwj80J4G4UHPCPyglObeDUsI/HCPxtbYxwj8QIam06RDCPwQfYbMc8ME/9BwZsk/PwT/oGtGwgq7BP9wYia+1jcE/0BZBruhswT/AFPmsG0zBP7QSsatOK8E/qBBpqoEKwT+cDiGptOnAP5AM2afnyMA/gAqRphqowD90CEmlTYfAP2gGAaSAZsA/XAS5orNFwD9QAnGh5iTAP0AAKaAZBMA/aPzBPZnGvz9Q+DE7/4S/Pzj0oThlQ78/IPARNssBvz8A7IEzMcC+P+jn8TCXfr4/0ONhLv08vj+439ErY/u9P6DbQSnJub0/gNexJi94vT9o0yEklTa9P1DPkSH79Lw/OMsBH2GzvD8gx3Ecx3G8PwDD4RktMLw/6L5RF5Puuz/QusEU+ay7P7i2MRJfa7s/oLKhD8Upuz+ArhENK+i6P2iqgQqRpro/UKbxB/dkuj84omEFXSO6PyCe0QLD4bk/AJpBACmguT/olbH9jl65P9CRIfv0HLk/uI2R+FrbuD+giQH2wJm4P4CFcfMmWLg/aIHh8IwWuD9QfVHu8tS3Pzh5wetYk7c/IHUx6b5Rtz8AcaHmJBC3P+hsEeSKzrY/0GiB4fCMtj+4ZPHeVku2P6BgYdy8CbY/gFzR2SLItT9oWEHXiIa1P1BUsdTuRLU/OFAh0lQDtT8gTJHPusG0PwBIAc0ggLQ/6ENxyoY+tD/QP+HH7PyzP7g7UcVSu7M/oDfBwrh5sz+AMzHAHjizP2gvob2E9rI/UCsRu+q0sj84J4G4UHOyPyAj8bW2MbI/AB9hsxzwsT/oGtGwgq6xP9AWQa7obLE/uBKxq04rsT+YDiGptOmwP4AKkaYaqLA/aAYBpIBmsD9QAnGh5iSwP3D8wT2Zxq8/MPShOGVDrz8A7IEzMcCuP9DjYS79PK4/oNtBKcm5rT9w0yEklTatPzDLAR9hs6w/AMPhGS0wrD/QusEU+ayrP6CyoQ/FKas/cKqBCpGmqj8womEFXSOqPwCaQQApoKk/0JEh+/QcqT+giQH2wJmoP3CB4fCMFqg/MHnB61iTpz8AcaHmJBCnP9BogeHwjKY/oGBh3LwJpj9wWEHXiIalPzBQIdJUA6U/AEgBzSCApD/QP+HH7PyjP6A3wcK4eaM/cC+hvYT2oj8wJ4G4UHOiPwAfYbMc8KE/0BZBruhsoT+gDiGptOmgP3AGAaSAZqA/YPzBPZnGnz8A7IEzMcCeP6DbQSnJuZ0/QMsBH2GznD/gusEU+aybP2CqgQqRppo/AJpBACmgmT+giQH2wJmYP0B5wetYk5c/4GiB4fCMlj9gWEHXiIaVPwBIAc0ggJQ/oDfBwrh5kz9AJ4G4UHOSP+AWQa7obJE/YAYBpIBmkD8A7IEzMcCOP0DLAR9hs4w/gKqBCpGmij/AiQH2wJmIP8BogeHwjIY/AEgBzSCAhD9AJ4G4UHOCP4AGAaSAZoA/AMsBH2GzfD+AiQH2wJl4PwBIAc0ggHQ/gAYBpIBmcD8AigH2wJloPwAGAaSAZmA/AAYBpIBmUD8AAAAAAAAAAAAAAAAAAAAA\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"uppci\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]}},\"selected\":{\"id\":\"5934\"},\"selection_policy\":{\"id\":\"5933\"}},\"id\":\"5913\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"5793\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"5662\"}},\"id\":\"5667\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5674\"},\"glyph\":{\"id\":\"5675\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5677\"},\"nonselection_glyph\":{\"id\":\"5676\"},\"view\":{\"id\":\"5679\"}},\"id\":\"5678\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"children\":[{\"id\":\"5974\"}]},\"id\":\"6036\",\"type\":\"Row\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Groups: 0 (Red) & 1 (Blue)\",\"text_font_size\":\"10pt\"},\"id\":\"5747\",\"type\":\"Title\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.2,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.2,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5677\",\"type\":\"Patch\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"orange\",\"line_width\":2.5,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5916\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5622\"},\"glyph\":{\"id\":\"5681\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5683\"},\"nonselection_glyph\":{\"id\":\"5682\"},\"view\":{\"id\":\"5685\"}},\"id\":\"5684\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"orange\",\"line_width\":2.5,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5917\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"5962\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"children\":[[{\"id\":\"5624\"},0,0],[{\"id\":\"5746\"},0,1],[{\"id\":\"5828\"},0,2]]},\"id\":\"6032\",\"type\":\"GridBox\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5913\"},\"glyph\":{\"id\":\"5915\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5917\"},\"nonselection_glyph\":{\"id\":\"5916\"},\"view\":{\"id\":\"5919\"}},\"id\":\"5918\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.1,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.1,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5676\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"5770\",\"type\":\"HelpTool\"},{\"attributes\":{\"label\":{\"value\":\"Test\"},\"renderers\":[{\"id\":\"5918\"}]},\"id\":\"5936\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"5668\"}},\"id\":\"5673\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"5646\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"5713\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"5765\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"5762\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"5880\",\"type\":\"AllLabels\"},{\"attributes\":{\"overlay\":{\"id\":\"5771\"}},\"id\":\"5767\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"5647\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"5934\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"5622\"}},\"id\":\"5685\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"5714\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":{\"value\":0.1},\"x0\":{\"field\":\"group_name\"},\"x1\":{\"field\":\"group_name\"},\"y0\":{\"field\":\"lower\"},\"y1\":{\"field\":\"q1\"}},\"id\":\"5688\",\"type\":\"Segment\"},{\"attributes\":{\"bottom\":{\"field\":\"q3\"},\"fill_alpha\":{\"value\":0.8},\"fill_color\":{\"field\":\"color\"},\"hatch_alpha\":{\"value\":0.8},\"line_alpha\":{\"value\":0.8},\"top\":{\"field\":\"q2\"},\"width\":{\"value\":0.1},\"x\":{\"field\":\"group_name\"}},\"id\":\"5693\",\"type\":\"VBar\"},{\"attributes\":{\"end\":1.8672442796075686,\"start\":-0.8686962133139384},\"id\":\"5749\",\"type\":\"Range1d\"},{\"attributes\":{\"line_alpha\":{\"value\":0.2},\"x0\":{\"field\":\"group_name\"},\"x1\":{\"field\":\"group_name\"},\"y0\":{\"field\":\"lower\"},\"y1\":{\"field\":\"q1\"}},\"id\":\"5689\",\"type\":\"Segment\"},{\"attributes\":{},\"id\":\"5879\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"x0\":{\"field\":\"group_name\"},\"x1\":{\"field\":\"group_name\"},\"y0\":{\"field\":\"lower\"},\"y1\":{\"field\":\"q1\"}},\"id\":\"5687\",\"type\":\"Segment\"},{\"attributes\":{\"source\":{\"id\":\"5674\"}},\"id\":\"5679\",\"type\":\"CDSView\"},{\"attributes\":{\"bottom\":{\"field\":\"q3\"},\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"field\":\"color\"},\"hatch_alpha\":{\"value\":0.1},\"line_alpha\":{\"value\":0.1},\"top\":{\"field\":\"q2\"},\"width\":{\"value\":0.1},\"x\":{\"field\":\"group_name\"}},\"id\":\"5694\",\"type\":\"VBar\"},{\"attributes\":{\"line_alpha\":{\"value\":0.1},\"x0\":{\"field\":\"group_name\"},\"x1\":{\"field\":\"group_name\"},\"y0\":{\"field\":\"upper\"},\"y1\":{\"field\":\"q3\"}},\"id\":\"5682\",\"type\":\"Segment\"},{\"attributes\":{},\"id\":\"5877\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"5788\",\"type\":\"AllLabels\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5622\"},\"glyph\":{\"id\":\"5693\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5695\"},\"nonselection_glyph\":{\"id\":\"5694\"},\"view\":{\"id\":\"5697\"}},\"id\":\"5696\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"5706\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"5876\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"bottom\":{\"field\":\"q3\"},\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"field\":\"color\"},\"hatch_alpha\":{\"value\":0.2},\"line_alpha\":{\"value\":0.2},\"top\":{\"field\":\"q2\"},\"width\":{\"value\":0.1},\"x\":{\"field\":\"group_name\"}},\"id\":\"5695\",\"type\":\"VBar\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5622\"},\"glyph\":{\"id\":\"5687\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5689\"},\"nonselection_glyph\":{\"id\":\"5688\"},\"view\":{\"id\":\"5691\"}},\"id\":\"5690\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"5622\"}},\"id\":\"5691\",\"type\":\"CDSView\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"5648\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"5881\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"tools\":[{\"id\":\"5847\"},{\"id\":\"5848\"},{\"id\":\"5849\"},{\"id\":\"5850\"},{\"id\":\"5851\"},{\"id\":\"5852\"},{\"id\":\"5888\"},{\"id\":\"5937\"}]},\"id\":\"5854\",\"type\":\"Toolbar\"},{\"attributes\":{\"label\":{\"field\":\"label\"},\"renderers\":[{\"id\":\"5696\"}]},\"id\":\"5717\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"height\":[5],\"width\":[5],\"x\":[10],\"y\":[20]},\"selected\":{\"id\":\"5963\"},\"selection_policy\":{\"id\":\"5962\"}},\"id\":\"5941\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.2,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.2,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5665\",\"type\":\"Patch\"},{\"attributes\":{\"tools\":[{\"id\":\"5642\"},{\"id\":\"5643\"},{\"id\":\"5644\"},{\"id\":\"5645\"},{\"id\":\"5646\"},{\"id\":\"5647\"},{\"id\":\"5742\"},{\"id\":\"5744\"}]},\"id\":\"5649\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_alpha\":0.1,\"line_dash\":[6],\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5863\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"6366\",\"type\":\"StringFormatter\"},{\"attributes\":{\"source\":{\"id\":\"5861\"}},\"id\":\"5866\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.2,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.2,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5659\",\"type\":\"Patch\"},{\"attributes\":{\"label\":{\"value\":\"1\"},\"renderers\":[{\"id\":\"5801\"}]},\"id\":\"5815\",\"type\":\"LegendItem\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"green\",\"line_width\":2.5,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5870\",\"type\":\"Line\"},{\"attributes\":{\"callback\":null,\"renderers\":[{\"id\":\"5918\"}],\"tooltips\":[[\"Specificity\",\"@spec{1.111}\"],[\"Sensitivity\",\"@y{1.111} (+/- @ci{1.111})\"]]},\"id\":\"5937\",\"type\":\"HoverTool\"},{\"attributes\":{\"fill_alpha\":0.3,\"fill_color\":\"mediumturquoise\",\"hatch_alpha\":0.3,\"hatch_color\":\"mediumturquoise\",\"line_alpha\":0.3,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5657\",\"type\":\"Patch\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"orange\"},\"hatch_alpha\":{\"value\":0.1},\"hatch_color\":{\"value\":\"orange\"},\"height\":{\"field\":\"height\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"grey\"},\"line_width\":{\"value\":0.5},\"width\":{\"field\":\"width\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5943\",\"type\":\"Rect\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5779\"},\"glyph\":{\"id\":\"5780\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5782\"},\"nonselection_glyph\":{\"id\":\"5781\"},\"view\":{\"id\":\"5784\"}},\"id\":\"5783\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"6367\",\"type\":\"StringEditor\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"red\",\"hatch_alpha\":0.1,\"hatch_color\":\"red\",\"line_alpha\":0.1,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5781\",\"type\":\"Patch\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]}},\"selected\":{\"id\":\"5813\"},\"selection_policy\":{\"id\":\"5812\"}},\"id\":\"5797\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"6368\",\"type\":\"StringFormatter\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5822\"},\"glyph\":{\"id\":\"5823\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5825\"},\"nonselection_glyph\":{\"id\":\"5824\"},\"view\":{\"id\":\"5827\"}},\"id\":\"5826\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[120]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[120]}},\"selected\":{\"id\":\"5706\"},\"selection_policy\":{\"id\":\"5705\"}},\"id\":\"5656\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"axis\":{\"id\":\"5757\"},\"coordinates\":null,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"5760\",\"type\":\"Grid\"},{\"attributes\":{\"source\":{\"id\":\"5622\"}},\"id\":\"5697\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"6369\",\"type\":\"StringEditor\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"5717\"}],\"visible\":false},\"id\":\"5716\",\"type\":\"Legend\"},{\"attributes\":{\"below\":[{\"id\":\"5839\"}],\"center\":[{\"id\":\"5842\"},{\"id\":\"5846\"},{\"id\":\"5886\"},{\"id\":\"5890\"},{\"id\":\"5939\"}],\"height\":315,\"left\":[{\"id\":\"5843\"}],\"renderers\":[{\"id\":\"5865\"},{\"id\":\"5872\"},{\"id\":\"5896\"},{\"id\":\"5918\"},{\"id\":\"5945\"}],\"title\":{\"id\":\"5829\"},\"toolbar\":{\"id\":\"5854\"},\"toolbar_location\":null,\"width\":320,\"x_range\":{\"id\":\"5831\"},\"x_scale\":{\"id\":\"5835\"},\"y_range\":{\"id\":\"5833\"},\"y_scale\":{\"id\":\"5837\"}},\"id\":\"5828\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"orange\"},\"hatch_color\":{\"value\":\"orange\"},\"height\":{\"field\":\"height\"},\"line_color\":{\"value\":\"grey\"},\"line_width\":{\"value\":0.5},\"width\":{\"field\":\"width\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5942\",\"type\":\"Rect\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"orange\"},\"hatch_alpha\":{\"value\":0.2},\"hatch_color\":{\"value\":\"orange\"},\"height\":{\"field\":\"height\"},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"grey\"},\"line_width\":{\"value\":0.5},\"width\":{\"field\":\"width\"},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5944\",\"type\":\"Rect\"},{\"attributes\":{},\"id\":\"6370\",\"type\":\"StringFormatter\"},{\"attributes\":{\"label\":{\"value\":\"0\"},\"renderers\":[{\"id\":\"5783\"}]},\"id\":\"5796\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"5642\",\"type\":\"PanTool\"},{\"attributes\":{\"source\":{\"id\":\"5941\"}},\"id\":\"5946\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"6371\",\"type\":\"StringEditor\"},{\"attributes\":{\"label\":{\"value\":\"OOB (95% CI)\"},\"renderers\":[{\"id\":\"5945\"}]},\"id\":\"5965\",\"type\":\"LegendItem\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"5796\"},{\"id\":\"5815\"}],\"visible\":false},\"id\":\"5795\",\"type\":\"Legend\"},{\"attributes\":{},\"id\":\"5787\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"6372\",\"type\":\"StringFormatter\"},{\"attributes\":{\"overlay\":{\"id\":\"5648\"}},\"id\":\"5644\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"source\":{\"id\":\"5779\"}},\"id\":\"5784\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"5963\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"6373\",\"type\":\"StringEditor\"},{\"attributes\":{},\"id\":\"5883\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"toolbar\":{\"id\":\"6033\"},\"toolbar_location\":\"above\"},\"id\":\"6034\",\"type\":\"ToolbarBox\"},{\"attributes\":{\"end\":1.06,\"start\":-0.06},\"id\":\"5833\",\"type\":\"Range1d\"},{\"attributes\":{},\"id\":\"6374\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"5884\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"6375\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":0.16,\"fill_color\":\"blue\",\"hatch_alpha\":0.16,\"hatch_color\":\"blue\",\"line_alpha\":0.16,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5798\",\"type\":\"Patch\"},{\"attributes\":{\"axis\":{\"id\":\"5638\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"5641\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"5992\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":0.16,\"fill_color\":\"red\",\"hatch_alpha\":0.16,\"hatch_color\":\"red\",\"line_alpha\":0.16,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5780\",\"type\":\"Patch\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"blue\",\"hatch_alpha\":0.2,\"hatch_color\":\"blue\",\"line_alpha\":0.2,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5825\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"5993\",\"type\":\"Selection\"},{\"attributes\":{\"below\":[{\"id\":\"5757\"}],\"center\":[{\"id\":\"5760\"},{\"id\":\"5764\"},{\"id\":\"5795\"}],\"height\":315,\"left\":[{\"id\":\"5761\"}],\"min_border_bottom\":20,\"min_border_left\":20,\"min_border_right\":20,\"min_border_top\":20,\"renderers\":[{\"id\":\"5783\"},{\"id\":\"5801\"},{\"id\":\"5820\"},{\"id\":\"5826\"}],\"title\":{\"id\":\"5747\"},\"toolbar\":{\"id\":\"5772\"},\"toolbar_location\":null,\"width\":320,\"x_range\":{\"id\":\"5749\"},\"x_scale\":{\"id\":\"5753\"},\"y_range\":{\"id\":\"5751\"},\"y_scale\":{\"id\":\"5755\"}},\"id\":\"5746\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"axis_label\":\"p.d.f.\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"5787\"},\"group\":null,\"major_label_policy\":{\"id\":\"5788\"},\"ticker\":{\"id\":\"5762\"}},\"id\":\"5761\",\"type\":\"LinearAxis\"},{\"attributes\":{\"fill_alpha\":0.16,\"fill_color\":\"red\",\"hatch_alpha\":0.16,\"hatch_color\":\"red\",\"line_alpha\":0.16,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5817\",\"type\":\"Patch\"},{\"attributes\":{\"editor\":{\"id\":\"6367\"},\"field\":\"evaluate\",\"formatter\":{\"id\":\"6366\"},\"title\":\"Evaluate\"},\"id\":\"5966\",\"type\":\"TableColumn\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"red\",\"hatch_alpha\":0.2,\"hatch_color\":\"red\",\"line_alpha\":0.2,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5819\",\"type\":\"Patch\"},{\"attributes\":{\"fill_alpha\":0.2,\"fill_color\":\"red\",\"hatch_alpha\":0.2,\"hatch_color\":\"red\",\"line_alpha\":0.2,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5782\",\"type\":\"Patch\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]}},\"selected\":{\"id\":\"6008\"},\"selection_policy\":{\"id\":\"6007\"}},\"id\":\"5816\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5816\"},\"glyph\":{\"id\":\"5817\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5819\"},\"nonselection_glyph\":{\"id\":\"5818\"},\"view\":{\"id\":\"5821\"}},\"id\":\"5820\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"5816\"}},\"id\":\"5821\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":0.16,\"fill_color\":\"blue\",\"hatch_alpha\":0.16,\"hatch_color\":\"blue\",\"line_alpha\":0.16,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5823\",\"type\":\"Patch\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"red\",\"hatch_alpha\":0.1,\"hatch_color\":\"red\",\"line_alpha\":0.1,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5818\",\"type\":\"Patch\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]},\"y\":{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAN/E8bZvLGY+cdzE9kA8az7F4A5FGrRwPqcHNCbxdXQ+/OaqQ2MHeT7EUkwDQJN+Pn1S999cpoI+b+e1NHm4hj4gXftEZqSLPiuOUuLCypA+XKVd5LNflD5z2yXNnq+YPt9gxbjE3p0+peyADQUMoj7wPTblDMelPhI3BAVbPqo+tIQOER+Vrz5dglz6W/qyPhjKX2HbxrY+7cTTKIRMuz5wfaOvUlbAPiWlYSUVh8M+ZUocAD1Pxz6bme5CO8nLPpYxhdnnidA+ugU4/1ap0z6nwjeNnFfXPnDKmbarrNs+NtJbpBhi4D4ueYFwDV/jPjfLOo+X3+Y+RM4KTNz46j7s1GTCIsPvPtVmCYkfrfI+C4nkBgXv9T5h+7VHc7n5PsIDjNcqIf4+su2/yuaeAT/of5bXHJUEP/skJQ13Agg/oMLXpDz4Cz9AsjC4/EQQP8wiL0vg5hI/jMaJyzruFT+h64v/DWkZP/JhoBYXZx0/KPHk4/78ID/4ZQCuw5ojP+JdTunmlyY/Xa1tpb0AKj/9O8nsBOMtPxnsRPsBJzE/SHLJVlipMz/FkGlL64E2P9czdA4guzk/4/kPIXFgPT9YQw2tQr9AP1Wusw2kEUM/SICnVAGvRT+5kMdLu59IP7TgFZ387Es/AnkoAsigTz/ozoluA+NRP5+VSRVMNFQ/lCAu3a/KVj8lFL/LKq1ZP3dHy8NK41w/d/cXoZs6YD+86POD3DViP3DH588gaGQ/xpJuVnnWZj/COe91UoZpP+oUGWl3fWw/33mvWBXCbz+rC30RX61xPzFzsWU1p3M/VlkYwj7SdT98QOWhYTJ4P0U+RGu6y3o/llPnrpuifT8iGkILx12APzuRR/2nDYI/TRfLS2rjgz8sIedtoeGFP0tC1eL5Cog/hjJcJjhiij/MFTxnN+qMP00lwvznpY8/TmSEzCZMkT9vA+qaPuKSPyH4OV3NlpQ/uH/PLGtrlj8SfmbTtGGYP9V4nzFKe5o/i6zIgcy5nD+2wbh33B6fP/NGdR8M1qA/9Cc4rIwxoj/kfF8tuaKjPwcm30pWKqU/NMj7ziLJpj92rxRh1n+oPzLSeDcgT6o/Q1VTwqU3rD9KVu1RATquPzCAWF1gK7A/2yLC/DFHsT8on5vtrXCyPxQz8VQEqLM/hYKVcVzttD8Ipjv900C2P/i+E5V+orc/iaN2K2USuT9J3SqEhZC6PzxzxrzRHLw/dKOl4i+3vT91t96XeV+/P2E8Q+S9isA/3MK/OHtswT+UfPg8zlTCPxpaL9CJQ8M/aKsbPno4xD9V9EBKZTPFPxzcE0YKNMY/DkETMiI6xz8h/eHpX0XIP9V1U1twVck/K+9ByPppyj/iHOoSoYLLP6/maxQAn8w/ySD1/K++zT8AbQC9ROHOP/B4fDsnA9A/ebQ9/KyW0D+YRSud+CrRPw43LPPNv9E/hiDy8O9U0j/hKB7uIOrSPyrHr+8if9M/Rg4o8bcT1D9QHcktoqfUP6bOV2mkOtU/AfrFN4LM1T99my1DAF3WP/vviI/k69Y/rBGZu/Z41z+eyHM+AATYP0MJOqHMjNg/2+OCtCkT2T9QWBLB55bZP4JzgLPZF9o/UimDQtWV2j/eWZwPsxDbP2Yr/cFOiNs/5SiAG4f82z/3MqwHPm3cP3wOw6RY2tw//gPvRr9D3T+nWrN1XandP/hO0+MhC94/Iz/yYf5o3j9x9j3M58LeP74TgfPVGN8/x1MHgsNq3z975cfcrbjfP7JdqYBKAeA/6nWCsD0k4D++xQbdMkXgP6j4Z3ctZOA/OfoY7jGB4D9XObKXRZzgP6Uj2Z1uteA/e+1u6LPM4D+a1UcJHeLgP+dTqCiy9eA/5xbB8nsH4T/Dal2GgxfhP3208WTSJeE/gCYxZHIy4T+v1EqhbT3hP4fq5nXORuE/0Bv1bp9O4T9fkVVF61ThP8SsXdi8WeE/CiQyKh9d4T/WRehdHV/hPz/LWLfCX+E/PZGHnBpf4T/mA32YMF3hP7YGaF8QWuE/FdHZ08VV4T81negMXVDhP5c+Al3iSeE/C8g0WWJC4T9fZbHg6TnhP3d5TCSGMOE/BfS9rUQm4T8erGVmMxvhP0ZbWZ1gD+E/ApOEDNsC4T/3qqbcsfXgP6Qj/6f05+A/wEB+e7PZ4D9KnFXW/srgPyYSy6fnu+A/hYo3S3+s4D8wvyKC15zgPwn9dGwCjeA/i/2/fhJ94D8NIqh2Gm3gP9d+f00tXeA/+RwsKV5N4D+CinpLwD3gP0wZBQBnLuA/rfDeiGUf4D+iOzgKzxDgP28pNnW2AuA/ayp85Fzq3z8Zy+2VktDfPx4DjagxuN8/fgsmsVyh3z8JWiAFNYzfP+c+wpHaeN8/xRqrtWtn3z93VQ0dBVjfPyOcKqHBSt8/OmeMK7o/3z9GfGidBTffP1Qzlbu4MN8/1uhjH+Ys3z9SZqksnivfP5phLA3vLN8/aL2hseQw3z99LU3YiDffP1WJSxnjQN8/O7F6+PhM3z8ssuH8zVvfP2YNa81jbd8/QeyyUrqB3z+L0Jvdz5jfP8IyTlKhst8/EaY6VyrP3z/msqqHZe7fP9hgsVQmCOA/yqJncmwa4D9Zdph/AS7gP0t9G8vhQuA/ig86rglZ4D8DiAyrdXDgP6VusIoiieA/GacOew2j4D+OveorNL7gPxsT9+qU2uA/L/Wsvi744D8Fg6t/ARfhP/WQZPANN+E/1mPj0lVY4T89DX7823rhP2hKR2eknuE/RvIbQbTD4T8pJCz4EerhP0hv5UTFEeI/zwEoMdc64j+af7UcUmXiP19ezL5BkeI/4oPmJLO+4j+rVpWutO3iP2h3eAZWHuM/8+5OGKhQ4z8mwSQEvYTjP16SoA6ouuM/iGd2jn3y4z/BjwXXUizkP8KHKCA+aOQ/XzU+a1am5D9gR3Rls+bkP8DrWkdtKeU/zoHKsZxu5T+4hSSIWrblP2TL+ce/AOY/nUkhXuVN5j/WT0z5453mP2MZJ9rT8OY/KF0XocxG5z8syK0Z5Z/nP7dO4wMz/Oc///U/28pb6D81KQ6cv77oP9HZw4YiJek/ZY3R4QKP6T+dCw+6bfzpP+mJBaJtbeo/IehfcAri6j+UtdL9SFrrP5Mr1+Iq1us/ju+dNa5V7D8gHahIzdjsP6eifmp+X+0/nzkJp7Pp7T8sAg+LWnfuP8jYcupbCO8/+KnEqZuc7z9kkeNF/BnwP8X3xgEmZ/A/sg3uBbW18D/A7jWCkAXxPw+J5MqcVvE/X84yTruo8T+TbcWNyvvxP/CIYhymT/I/MZ0uoCak8j+vZrXZIfnyP4QD/a9qTvM/vtzZQdGj8z9YC7H8IvnzPxgFzbgqTvQ/2G5d27Ci9D8FEi9+e/b0Pyw8HJ1OSfU/kFwoSeya9T/WpivhFOv1PxwA5U+HOfY/2qs5TwGG9j+SPluwP9D2P1p1faj+F/c/zOi2Ifpc9z9fU5kP7p73PwKCAMeW3fc/OzSKWLEY+D8gXB3t+0/4P/eH3CM2g/g/N/HVcCGy+D+i4rt7gdz4P7MC6n0cAvk/Ibb3nrsi+T/cWBVPKz75P6WQcZ47VPk/7I3lkMBk+T9jtCptkm/5P/Th4QaOdPk/Mlu8ApVz+T9APCAUjmz5P0obrjNlX/k/mTIbzgtM+T97zeLqeDL5P7isYkqpEvk/KngIe5/s+D+O6knlY8D4P274Nc4Ejvg/FoyCUJZV+D+iTBBMMhf4P9oG9Ev40vc/b28rYw2J9z861zgAnDn3Pz7E9rfT5PY/iPoICOmK9j8iEGQRFSz2P7X7dkuVyPU/jueSMKtg9T8Exjzkm/T0PwV/IdSvhPQ/Pe1wVDIR9D86JW04cZrzP+WLAmi8IPM/aAxCc2Wk8j8ANJkkvyXyP3klpBIdpfE/pTRzMtMi8T/cnxlrNZ/wP1pbVCuXGvA/mbEeBJYq7z8ghwp1RB/uP4/3UvnYE+0/e7D85O4I7D9XNNXlHP/qPxxnIWX09uk/UY8y9gDx6D9gtKDSx+3nP+hlxGTH7eY/PpPk4Hbx5T+jp2ftRfnkPwUHMlqcBeQ/0ME359kW4z/aOSQaVi3iP7Xq2CJgSeE/IeJkzj5r4D8lAvIPYSbfP9Y8hM7Wgt0/lpfzljrs2z/3/9EE2GLaP2i8CvXq5tg/ELOE/p941z8KGUb9FBjWP5WkIK5ZxdQ/z9fgWHCA0z8SbPSGTknSP2MKe8TdH9E/YxO5afwD0D99vdvV/OrNPzxrOllc6Ms/zczctJr/yT+AcrN9KzDIPzGN7TN0ecY/zHi1683axD/o9yjuhlPDP3hQ6k/k4sE/knLreiOIwD/3DbRS94S+P0Fgs58+Irw/nUoA63rmuT/7gJjwBdC3PzfSKXo33bU/w5BclGcMtD+ir4SY8FuyP6QnKgoxyrA/7TyQkBqrrj99nREl4virP93TQ8aheqk/N16TPFYtpz9CDBAxEg6lP88E0er/GaM/TZGUwGJOoT+kh+aEMFGfPywckz8yTJw/1RRqm/OImT/mxVjl1QKXPz/zpTdztZQ/V4xqgZ6ckj8oHjM0Y7SQP2d4DUIJ8o0/qtDAG/rNij8YEssY+fWHP+n2ojTPY4U/e2BcJ6sRgz+ZHA39HfqAP9ReLd0uMH4/5RCjEsTNej/e7S9kPsR3P9MFWB6GC3U/YuDcxiCccj8XmLPIKG9wP1D91EyK/Gw/PHrpg0KHaT/OueWNyXNmP5sBiYVXuGM/XD755/1LYT8d/+FkMU1eP5x9cBeAgVo/MjBWB3UnVz9tXBPh3zJUP1oz/t65mFE/ZMznLhyeTj9ClFo2xplKPywN4sZLFEc/7s4BGiz/Qz9v1lC0Zk1BPxHC6NCx5j0/7UApjDvNOT/jrRm+4Ds2PzxJqpUgIjM/snLVnFBxMD+nVvc23DgsP7wTe6vmLyg/njvc2mCzJD8XqhhcT7EhP79jayy0Mx4/ofZVZiK+GT8Ev1U6b+kVP7KMezsloBI/4U0X6PieDz+XzzSvF84KP5xTfm4FsQY/NZIWFNMuAz9W2cfL0jEAP5KcsDtmTvs+XPbiNkr99j5YWM4ZGVTzPgVeLFNyOvA+bU60z5826z6slWSZL8nmPgJPw7x0DeM+ganKUXLR3z5TvRuwMojaPmWZYJAAGNY+xFdiAmhf0j7OFVAbw4POPlohLQ9FTsk+ozcinQj1xD56u05b/1TBPhxH1NnnoLw+iyoUioactz7GwZwsYnKzPqJ5hfRP/a8+u65tXVlGqj7AVhddJI2lPjKVvccYp6E+gjvTkQThnD5kQpfd/ZaXPukq9RUsPpM+Pd2WO8dZjz4=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]}},\"selected\":{\"id\":\"6010\"},\"selection_policy\":{\"id\":\"6009\"}},\"id\":\"5822\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"5848\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"axis_label\":\"Median Predicted Score\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"5700\"},\"group\":null,\"major_label_policy\":{\"id\":\"5701\"},\"ticker\":{\"id\":\"5639\"}},\"id\":\"5638\",\"type\":\"LinearAxis\"},{\"attributes\":{\"source\":{\"id\":\"5822\"}},\"id\":\"5827\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"5645\",\"type\":\"SaveTool\"},{\"attributes\":{\"axis\":{\"id\":\"5761\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"5764\",\"type\":\"Grid\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"blue\",\"hatch_alpha\":0.1,\"hatch_color\":\"blue\",\"line_alpha\":0.1,\"line_color\":\"grey\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5824\",\"type\":\"Patch\"},{\"attributes\":{\"data\":{\"ci\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"lowci\":{\"__ndarray__\":\"AAAAAAAAAAAvS5co+LLEPy9Llyj4ssQ/L0uXKPiyxD8vS5co+LLEPy9Llyj4ssQ/L0uXKPiyxD8vS5co+LLEPy9Llyj4ssQ/L0uXKPiyxD8vS5co+LLEPy9Llyj4ssQ/AnGh5iQQ1z8CcaHmJBDXPwJxoeYkENc/AnGh5iQQ1z8CcaHmJBDXPwJxoeYkENc/AnGh5iQQ1z9m6RIFX5biP2bpEgVfluI/ZukSBV+W4j9m6RIFX5biP2bpEgVfluI/ZukSBV+W4j9m6RIFX5biPwAAAAAAAOQ/AAAAAAAA5D8AAAAAAADkPwAAAAAAAOQ/AAAAAAAA5D8AAAAAAADkPwAAAAAAAOQ/AnGh5iQQ5z8CcaHmJBDnPwJxoeYkEOc/AnGh5iQQ5z8CcaHmJBDnPwJxoeYkEOc/AnGh5iQQ5z/ZfkevjO3nP9l+R6+M7ec/2X5Hr4zt5z/ZfkevjO3nP3aDKfJZN+g/doMp8lk36D92gynyWTfoP0yRz7rBFOk/TJHPusEU6T9Mkc+6wRTpP0yRz7rBFOk/rhXzU95a6T+uFfNT3lrpP64V81PeWuk/D5oW7fqg6T8Pmhbt+qDpPw+aFu36oOk/D5oW7fqg6T9AXKg5CcTpP0BcqDkJxOk/QFyoOQnE6T+NastV0qjqP41qy1XSqOo/jWrLVdKo6j+NastV0qjqP41qy1XSqOo/jWrLVdKo6j+NastV0qjqPypvrZif8uo/Km+tmJ/y6j8qb62Yn/LqPypvrZif8uo/ZHhxHjqG6z9keHEeOobrP2R4cR46hus/ZHhxHjqG6z9keHEeOobrP2R4cR46hus/ZHhxHjqG6z9keHEeOobrP2R4cR46hus/ZHhxHjqG6z9keHEeOobrP2R4cR46hus/ZHhxHjqG6z9keHEeOobrP2R4cR46hus/ZHhxHjqG6z9keHEeOobrP2y/o1fG9us/bL+jV8b26z9sv6NXxvbrP2y/o1fG9us/bL+jV8b26z9sv6NXxvbrP2y/o1fG9us/CcSFmpNA7D8JxIWak0DsPwnEhZqTQOw/CcSFmpNA7D8JxIWak0DsPwnEhZqTQOw/CcSFmpNA7D8JxIWak0DsPzqGF+ehY+w/OoYX56Fj7D86hhfnoWPsPzqGF+ehY+w/OoYX56Fj7D86hhfnoWPsPzqGF+ehY+w/OoYX56Fj7D86hhfnoWPsPzqGF+ehY+w/OoYX56Fj7D86hhfnoWPsPzqGF+ehY+w/OoYX56Fj7D86hhfnoWPsPzqGF+ehY+w/OoYX56Fj7D+myGfdYIrsP6bIZ91giuw/pshn3WCK7D+myGfdYIrsP0PNSSAu1Ow/Q81JIC7U7D9DzUkgLtTsP0PNSSAu1Ow/Q81JIC7U7D9DzUkgLtTsP0PNSSAu1Ow/pVFtuUoa7T+lUW25ShrtP6VRbblKGu0/pVFtuUoa7T+lUW25ShrtP6VRbblKGu0/pVFtuUoa7T+lUW25ShrtP6VRbblKGu0/pVFtuUoa7T+lUW25ShrtP6VRbblKGu0/pVFtuUoa7T+lUW25ShrtP6VRbblKGu0/pVFtuUoa7T+lUW25ShrtPxGUva8JQe0/EZS9rwlB7T8RlL2vCUHtPxGUva8JQe0/fdYNpshn7T991g2myGftP33WDabIZ+0/fdYNpshn7T991g2myGftP33WDabIZ+0/fdYNpshn7T+umJ/y1ortP66Yn/LWiu0/rpif8taK7T+umJ/y1ortP66Yn/LWiu0/rpif8taK7T+umJ/y1ortP66Yn/LWiu0/rpif8taK7T+umJ/y1ortP66Yn/LWiu0/rpif8taK7T+umJ/y1ortP66Yn/LWiu0/rpif8taK7T+umJ/y1ortP66Yn/LWiu0/rpif8taK7T+umJ/y1ortP66Yn/LWiu0/rpif8taK7T+umJ/y1ortP66Yn/LWiu0/rpif8taK7T+umJ/y1ortP66Yn/LWiu0/rpif8taK7T+umJ/y1ortP66Yn/LWiu0/rpif8taK7T+umJ/y1ortPxnb7+iVse0/Gdvv6JWx7T8Z2+/olbHtPxnb7+iVse0/Gdvv6JWx7T8Z2+/olbHtPxnb7+iVse0/Gdvv6JWx7T8Z2+/olbHtPxnb7+iVse0/Gdvv6JWx7T9KnYE1pNTtP0qdgTWk1O0/Sp2BNaTU7T9KnYE1pNTtP0qdgTWk1O0/Sp2BNaTU7T9KnYE1pNTtP0qdgTWk1O0/Sp2BNaTU7T9KnYE1pNTtP0qdgTWk1O0/tt/RK2P77T+239ErY/vtP7bf0Stj++0/tt/RK2P77T+239ErY/vtP7bf0Stj++0/tt/RK2P77T+239ErY/vtP7bf0Stj++0/tt/RK2P77T/noWN4cR7uP+ehY3hxHu4/56FjeHEe7j/noWN4cR7uP+ehY3hxHu4/56FjeHEe7j/noWN4cR7uP+ehY3hxHu4/56FjeHEe7j/noWN4cR7uP+ehY3hxHu4/56FjeHEe7j/noWN4cR7uP+ehY3hxHu4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j9T5LNuMEXuP1Pks24wRe4/U+SzbjBF7j+EpkW7PmjuP4SmRbs+aO4/hKZFuz5o7j+EpkW7PmjuP4SmRbs+aO4/hKZFuz5o7j+EpkW7PmjuP/DolbH9ju4/8OiVsf2O7j/w6JWx/Y7uP/DolbH9ju4/8OiVsf2O7j/w6JWx/Y7uP/DolbH9ju4/8OiVsf2O7j/w6JWx/Y7uP/DolbH9ju4/8OiVsf2O7j/w6JWx/Y7uP/DolbH9ju4/8OiVsf2O7j/w6JWx/Y7uP/DolbH9ju4/8OiVsf2O7j/w6JWx/Y7uP/DolbH9ju4/8OiVsf2O7j/w6JWx/Y7uP/DolbH9ju4/8OiVsf2O7j/w6JWx/Y7uP/DolbH9ju4/8OiVsf2O7j/w6JWx/Y7uP/DolbH9ju4/Iasn/guy7j8hqyf+C7LuPyGrJ/4Lsu4/Iasn/guy7j8hqyf+C7LuPyGrJ/4Lsu4/Iasn/guy7j8hqyf+C7LuPyGrJ/4Lsu4/Iasn/guy7j8hqyf+C7LuPyGrJ/4Lsu4/Iasn/guy7j8hqyf+C7LuPyGrJ/4Lsu4/Iasn/guy7j8hqyf+C7LuPyGrJ/4Lsu4/je139MrY7j+N7Xf0ytjuP43td/TK2O4/je139MrY7j+N7Xf0ytjuP43td/TK2O4/je139MrY7j+N7Xf0ytjuP43td/TK2O4/je139MrY7j+N7Xf0ytjuP43td/TK2O4/je139MrY7j+N7Xf0ytjuP43td/TK2O4/je139MrY7j+N7Xf0ytjuP43td/TK2O4/vq8JQdn77j++rwlB2fvuP76vCUHZ++4/vq8JQdn77j++rwlB2fvuP76vCUHZ++4/vq8JQdn77j8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z8q8lk3mCLvPyryWTeYIu8/KvJZN5gi7z9btOuDpkXvP1u064OmRe8/W7Trg6ZF7z9btOuDpkXvP1u064OmRe8/W7Trg6ZF7z9btOuDpkXvP1u064OmRe8/W7Trg6ZF7z9btOuDpkXvP1u064OmRe8/W7Trg6ZF7z9btOuDpkXvP1u064OmRe8/W7Trg6ZF7z9btOuDpkXvP1u064OmRe8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/xvY7emVs7z/G9jt6ZWzvP8b2O3plbO8/97jNxnOP7z/3uM3Gc4/vP/e4zcZzj+8/97jNxnOP7z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z9j+x29MrbvP2P7Hb0ytu8/Y/sdvTK27z+Uva8JQdnvP5S9rwlB2e8/lL2vCUHZ7z+Uva8JQdnvP5S9rwlB2e8/lL2vCUHZ7z+Uva8JQdnvP5S9rwlB2e8/lL2vCUHZ7z+Uva8JQdnvP5S9rwlB2e8/lL2vCUHZ7z+Uva8JQdnvP5S9rwlB2e8/lL2vCUHZ7z+Uva8JQdnvP5S9rwlB2e8/lL2vCUHZ7z+Uva8JQdnvP5S9rwlB2e8/lL2vCUHZ7z+Uva8JQdnvP5S9rwlB2e8/lL2vCUHZ7z+Uva8JQdnvP5S9rwlB2e8/lL2vCUHZ7z+Uva8JQdnvP5S9rwlB2e8/lL2vCUHZ7z+Uva8JQdnvP5S9rwlB2e8/lL2vCUHZ7z+Uva8JQdnvP5S9rwlB2e8/lL2vCUHZ7z+Uva8JQdnvP5S9rwlB2e8/lL2vCUHZ7z+Uva8JQdnvP5S9rwlB2e8/lL2vCUHZ7z+Uva8JQdnvP5S9rwlB2e8/lL2vCUHZ7z+Uva8JQdnvP5S9rwlB2e8/lL2vCUHZ7z+Uva8JQdnvP5S9rwlB2e8/lL2vCUHZ7z+Uva8JQdnvP5S9rwlB2e8/lL2vCUHZ7z+Uva8JQdnvP5S9rwlB2e8/lL2vCUHZ7z+Uva8JQdnvP5S9rwlB2e8/lL2vCUHZ7z+Uva8JQdnvP5S9rwlB2e8/lL2vCUHZ7z8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/AAAAAAAA8D8AAAAAAADwPwAAAAAAAPA/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"spec\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"uppci\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]}},\"selected\":{\"id\":\"5884\"},\"selection_policy\":{\"id\":\"5883\"}},\"id\":\"5867\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"5700\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"5835\",\"type\":\"LinearScale\"},{\"attributes\":{\"data\":{\"x\":[0,1],\"y\":[0,1]},\"selected\":{\"id\":\"5882\"},\"selection_policy\":{\"id\":\"5881\"}},\"id\":\"5861\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"axis\":{\"id\":\"5843\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"5846\",\"type\":\"Grid\"}],\"root_ids\":[\"6037\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n",
+ " const render_items = [{\"docid\":\"0879a7f2-40df-4a9f-98b7-013cddb2c8f6\",\"root_ids\":[\"6037\"],\"roots\":{\"6037\":\"35db56a6-8120-4eb8-b99f-b3cd57185453\"}}];\n",
" root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
" }\n",
" if (root.Bokeh !== undefined) {\n",
@@ -1563,7 +1549,7 @@
},
"metadata": {
"application/vnd.bokehjs_exec.v0+json": {
- "id": "2991"
+ "id": "6037"
}
}
}
@@ -1590,9 +1576,9 @@
"base_uri": "https://localhost:8080/"
},
"id": "0pwdO2SgNPrq",
- "outputId": "fdc64d15-81f8-4e76-e0c4-f37b39c3934c"
+ "outputId": "9534aa1a-363b-4dbe-f1eb-355dac6f191f"
},
- "execution_count": 8,
+ "execution_count": 19,
"outputs": [
{
"output_type": "stream",
@@ -1608,7 +1594,7 @@
"source": [
"coefficients = model.model.coef_\n",
"top_features = abs(coefficients)\n",
- "ids = top_features.argsort(kind= \"quicksort\")\n",
+ "ids = top_features.argsort(kind= \"mergesort\")\n",
"ids = ids[::-1][:3] # extracting top 3 IDs\n",
"top_three_features = PeakList.iloc[ids]\n",
"top_three_features_info = PeakTable.iloc[top_three_features.index-1]\n",
@@ -1619,9 +1605,9 @@
"base_uri": "https://localhost:8080/"
},
"id": "KtMTPUQelblb",
- "outputId": "a7db8b73-53e2-4dca-b416-450c5e4ecff8"
+ "outputId": "8c1bf227-93dc-4293-e0af-9de9a28a1ca7"
},
- "execution_count": 10,
+ "execution_count": 20,
"outputs": [
{
"output_type": "stream",
--
GitLab