diff --git a/SVMLin/SVMLin_MTBLS92.xlsx b/SVMLin/SVMLin_MTBLS92.xlsx
index c822ef693ea51f2b5740b9302d51014d3442a97d..e2e9fb6ff6e0e89636f4a2feb32e709fc7dd9a2e 100644
Binary files a/SVMLin/SVMLin_MTBLS92.xlsx and b/SVMLin/SVMLin_MTBLS92.xlsx differ
diff --git a/SVMLin/SVMLin_MTBLS92_Working_Copy.ipynb b/SVMLin/SVMLin_MTBLS92_Working_Copy.ipynb
index 63d63a358f13c06e40e53dc43e1da40fe82eea45..68cae632dbf00a1fde665dab647e988b938ca82c 100644
--- a/SVMLin/SVMLin_MTBLS92_Working_Copy.ipynb
+++ b/SVMLin/SVMLin_MTBLS92_Working_Copy.ipynb
@@ -102,13 +102,13 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 1,
+      "execution_count": 11,
       "metadata": {
         "colab": {
           "base_uri": "https://localhost:8080/"
         },
         "id": "W_e0yxx6pWvY",
-        "outputId": "c0db47ba-09dc-4546-d639-04b7fcb49851"
+        "outputId": "29b3e7cf-43ca-4d64-d9b7-9b1b055a9047"
       },
       "outputs": [
         {
@@ -117,9 +117,8 @@
           "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[31m603.1 kB/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",
@@ -127,35 +126,22 @@
             "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[31m24.8 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: 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: 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: 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: 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: 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: 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: 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: 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: 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=81e9c7cf599abbd40d31a7355bd0df6833b1d23250f273edb0fc19b3f3b6106a\n",
-            "  Stored in directory: /tmp/pip-ephem-wheel-cache-7g55q_pe/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=3b283b4306f37da1ec5e91038e1d34585c6b09de397e55f86ecb015821325e41\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"
           ]
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       ],
@@ -178,9 +164,9 @@
           "base_uri": "https://localhost:8080/"
         },
         "id": "TFumqU3mpcOd",
-        "outputId": "be466bc2-309c-4adc-ad3e-f62cfe590a81"
+        "outputId": "8387dfe2-271d-47ca-d692-641ca06658e9"
       },
-      "execution_count": 2,
+      "execution_count": 12,
       "outputs": [
         {
           "output_type": "stream",
@@ -202,13 +188,13 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 3,
+      "execution_count": 13,
       "metadata": {
         "colab": {
           "base_uri": "https://localhost:8080/"
         },
         "id": "pQg2HkJppWvZ",
-        "outputId": "c307253d-74fa-4752-de1f-254e04c9c5c4"
+        "outputId": "b906bb54-3ec2-49f3-8865-af0206f3c978"
       },
       "outputs": [
         {
@@ -240,7 +226,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 4,
+      "execution_count": 14,
       "metadata": {
         "id": "iXb7IHr4pWva"
       },
@@ -283,7 +269,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 5,
+      "execution_count": 15,
       "metadata": {
         "scrolled": false,
         "colab": {
@@ -291,7 +277,7 @@
           "height": 1000
         },
         "id": "0BYj8UEGpWvb",
-        "outputId": "2e44fb6a-0d44-48f4-ea66-d1bc3f33b029"
+        "outputId": "e1e2a5d2-c1b1-413d-9f63-c7599ca4d0e8"
       },
       "outputs": [
         {
@@ -306,15 +292,15 @@
           "output_type": "stream",
           "name": "stderr",
           "text": [
-            "1/2: 100%|██████████| 6/6 [00:15<00:00,  2.64s/it]\n",
-            "2/2: 100%|██████████| 60/60 [00:08<00:00,  7.13it/s]\n"
+            "1/2: 100%|██████████| 6/6 [00:24<00:00,  4.01s/it]\n",
+            "2/2: 100%|██████████| 60/60 [00:14<00:00,  4.05it/s]\n"
           ]
         },
         {
           "output_type": "stream",
           "name": "stdout",
           "text": [
-            "Time taken: 0.41 minutes with 2 cores\n",
+            "Time taken: 0.66 minutes with 2 cores\n",
             "Done!\n"
           ]
         },
@@ -620,7 +606,7 @@
           "data": {
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               "\n",
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@@ -631,8 +617,8 @@
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Application\",\"version\":\"2.4.3\"}};\n",
+              "  const render_items = [{\"docid\":\"9793d128-1cbf-4f84-8e49-60f9968b90e6\",\"root_ids\":[\"4731\"],\"roots\":{\"4731\":\"c0917739-84f8-44f4-86a3-98e46de0cd37\"}}];\n",
               "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
               "  }\n",
               "  if (root.Bokeh !== undefined) {\n",
@@ -658,7 +644,7 @@
           },
           "metadata": {
             "application/vnd.bokehjs_exec.v0+json": {
-              "id": "1203"
+              "id": "4731"
             }
           }
         },
@@ -679,7 +665,7 @@
           "data": {
             "text/html": [
               "\n",
-              "  <div class=\"bk-root\" id=\"a178a61c-548c-4bd7-bc82-c59acc7db9fc\" data-root-id=\"1585\"></div>\n"
+              "  <div class=\"bk-root\" id=\"e3de458f-a10d-42c7-a1e1-754c697b4a33\" data-root-id=\"5357\"></div>\n"
             ]
           },
           "metadata": {}
@@ -690,8 +676,8 @@
             "application/javascript": [
               "(function(root) {\n",
               "  function embed_document(root) {\n",
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& Q\\u00b2\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"5261\"},\"group\":null,\"major_label_policy\":{\"id\":\"5262\"},\"major_label_text_font_size\":\"8pt\",\"ticker\":{\"id\":\"5226\"}},\"id\":\"5225\",\"type\":\"LinearAxis\"},{\"attributes\":{\"axis\":{\"id\":\"5225\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"5228\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"5226\",\"type\":\"BasicTicker\"},{\"attributes\":{\"source\":{\"id\":\"5196\"}},\"id\":\"5201\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5199\",\"type\":\"Line\"},{\"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\":\"5238\",\"type\":\"PolyAnnotation\"},{\"attributes\":{},\"id\":\"5322\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"data\":{\"x\":[\"0.0001\",\"0.001\",\"0.01\",\"0.1\",\"1\",\"10\"],\"y\":{\"__ndarray__\":\"bFQysTn3xz/Qjqqe0W7LP5JmWFFIXOA/sBZ8liZC5T9iy6VsMVLkP1npklfQ/uI/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[6]}},\"selected\":{\"id\":\"5269\"},\"selection_policy\":{\"id\":\"5268\"}},\"id\":\"5253\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"5323\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"5325\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"5326\",\"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\":\"5250\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"5327\",\"type\":\"UnionRenderers\"}],\"root_ids\":[\"5357\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n",
+              "  const render_items = [{\"docid\":\"bae47f81-bfe7-4deb-a52c-ee80bb7b7bd7\",\"root_ids\":[\"5357\"],\"roots\":{\"5357\":\"e3de458f-a10d-42c7-a1e1-754c697b4a33\"}}];\n",
               "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
               "  }\n",
               "  if (root.Bokeh !== undefined) {\n",
@@ -717,7 +703,7 @@
           },
           "metadata": {
             "application/vnd.bokehjs_exec.v0+json": {
-              "id": "1585"
+              "id": "5357"
             }
           }
         }
@@ -743,7 +729,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 6,
+      "execution_count": 16,
       "metadata": {
         "scrolled": false,
         "colab": {
@@ -751,7 +737,7 @@
           "height": 1000
         },
         "id": "ltWmLTY2pWvb",
-        "outputId": "45c60ccd-94db-4aca-a0c4-310891b49fe5"
+        "outputId": "ad6d3d64-4285-46cf-8575-f3e099ef3d10"
       },
       "outputs": [
         {
@@ -766,15 +752,15 @@
           "output_type": "stream",
           "name": "stderr",
           "text": [
-            "1/2: 100%|██████████| 15/15 [00:00<00:00, 78.82it/s]\n",
-            "2/2: 100%|██████████| 150/150 [00:15<00:00,  9.47it/s]\n"
+            "1/2: 100%|██████████| 15/15 [00:00<00:00, 85.63it/s]\n",
+            "2/2: 100%|██████████| 150/150 [00:17<00:00,  8.81it/s]\n"
           ]
         },
         {
           "output_type": "stream",
           "name": "stdout",
           "text": [
-            "Time taken: 0.28 minutes with 2 cores\n",
+            "Time taken: 0.29 minutes with 2 cores\n",
             "Done!\n"
           ]
         },
@@ -1080,7 +1066,7 @@
           "data": {
             "text/html": [
               "\n",
-              "  <div class=\"bk-root\" id=\"b02bde74-b075-4fc0-a81c-6f094cf6a883\" data-root-id=\"1997\"></div>\n"
+              "  <div class=\"bk-root\" id=\"8d728fdc-e173-4bde-a8a9-4bc085c89dda\" data-root-id=\"6013\"></div>\n"
             ]
           },
           "metadata": {}
@@ -1091,8 +1077,8 @@
             "application/javascript": [
               "(function(root) {\n",
               "  function embed_document(root) {\n",
-              "  const docs_json = 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+              "  const render_items = [{\"docid\":\"d53550c1-f40a-414c-b4f1-3b97cfd5a599\",\"root_ids\":[\"6013\"],\"roots\":{\"6013\":\"8d728fdc-e173-4bde-a8a9-4bc085c89dda\"}}];\n",
               "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
               "  }\n",
               "  if (root.Bokeh !== undefined) {\n",
@@ -1118,7 +1104,7 @@
           },
           "metadata": {
             "application/vnd.bokehjs_exec.v0+json": {
-              "id": "1997"
+              "id": "6013"
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           }
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@@ -1139,7 +1125,7 @@
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R\\u00b2-Q\\u00b2 | vs. Q\\u00b2\",\"text_font_size\":\"12pt\"},\"id\":\"6500\",\"type\":\"Title\"},{\"attributes\":{\"fill_color\":{\"value\":\"white\"},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":8},\"x\":{\"field\":\"values_string\"},\"y\":{\"field\":\"cv\"}},\"id\":\"6650\",\"type\":\"Circle\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"/NVDehm3yT+OR2MA80jNP6B35NlgAs0/mGyoxd/azD86WIbEBcXOP49K4BIpbNA/xcYJpzpF0z8yuiJSeZbTP2bDofig69E/XEV+I0xIzz/zBivzFIXRPxiiOubb5tA/LOoSM1R80T+z5GN7UvbQP/uxH5vE0NA/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[15]},\"y\":{\"__ndarray__\":\"OHWWA+fUyT8CRzr6sVnPPy5IdIC1XdA/zOm2XEu40j9D4JI/SYnTPy0x4e+GadA/qbTQHGEJ1j92vQkjxzLVPyBD3D2HUdk/vpKMjw0e3D9xOO7zPtvbPwxZ/H5aXdU/CggODnVu3D8hHbI3vGHZP69mKV4Md9s/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[15]}},\"selected\":{\"id\":\"6670\"},\"selection_policy\":{\"id\":\"6669\"}},\"id\":\"6538\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"green\",\"line_dash\":[6],\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6625\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"6508\",\"type\":\"LinearScale\"},{\"attributes\":{\"source\":{\"id\":\"6624\"}},\"id\":\"6629\",\"type\":\"CDSView\"},{\"attributes\":{\"axis_label\":\"Q\\u00b2\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"6667\"},\"group\":null,\"major_label_policy\":{\"id\":\"6668\"},\"major_label_text_font_size\":\"8pt\",\"ticker\":{\"id\":\"6511\"}},\"id\":\"6510\",\"type\":\"LinearAxis\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"6624\"},\"glyph\":{\"id\":\"6625\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"6627\"},\"nonselection_glyph\":{\"id\":\"6626\"},\"view\":{\"id\":\"6629\"}},\"id\":\"6628\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"6519\",\"type\":\"PanTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"green\",\"line_dash\":[6],\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6627\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"green\",\"line_dash\":[6],\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6626\",\"type\":\"Line\"},{\"attributes\":{\"axis_label\":\"| R\\u00b2-Q\\u00b2 |\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"6664\"},\"group\":null,\"major_label_policy\":{\"id\":\"6665\"},\"major_label_text_font_size\":\"8pt\",\"ticker\":{\"id\":\"6515\"}},\"id\":\"6514\",\"type\":\"LinearAxis\"},{\"attributes\":{\"axis\":{\"id\":\"6514\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"6517\",\"type\":\"Grid\"},{\"attributes\":{\"label\":{\"value\":\"Q\\u00b2\"},\"renderers\":[{\"id\":\"6628\"}]},\"id\":\"6648\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"6515\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"6520\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"overlay\":{\"id\":\"6526\"}},\"id\":\"6525\",\"type\":\"BoxSelectTool\"},{\"attributes\":{\"callback\":null},\"id\":\"6518\",\"type\":\"TapTool\"},{\"attributes\":{\"overlay\":{\"id\":\"6528\"}},\"id\":\"6524\",\"type\":\"LassoSelectTool\"},{\"attributes\":{},\"id\":\"6642\",\"type\":\"Selection\"},{\"attributes\":{\"overlay\":{\"id\":\"6527\"}},\"id\":\"6521\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"data\":{\"x\":[\"0.005\",\"0.006\",\"0.007\",\"0.008\",\"0.009\",\"0.01\",\"0.02\",\"0.03\",\"0.04\",\"0.05\",\"0.06\",\"0.07\",\"0.08\",\"0.09\",\"0.1\"],\"y\":{\"__ndarray__\":\"miXtPgDG2T9Ix059UlHeP/6DZu3l3t4/DJDFn92S4D8wBusQ5nXhP969YAHYauA/tz3t4U2n5D/UO5Y6oGTkP0MDPxuUnuU/ttql0Bnh5T+yn4zzKbDmP5J9mzIbIuM/G3mQoGT15j/qAItZByzlP1WMpHzoI+Y/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[15]}},\"selected\":{\"id\":\"6611\"},\"selection_policy\":{\"id\":\"6610\"}},\"id\":\"6595\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"6522\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"green\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6598\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"6523\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"6641\",\"type\":\"UnionRenderers\"},{\"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\":\"6592\",\"type\":\"Patch\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"6616\"},{\"id\":\"6648\"}],\"location\":\"bottom_right\"},\"id\":\"6615\",\"type\":\"Legend\"},{\"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\":\"6526\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"6589\"},\"glyph\":{\"id\":\"6590\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"6592\"},\"nonselection_glyph\":{\"id\":\"6591\"},\"view\":{\"id\":\"6594\"}},\"id\":\"6593\",\"type\":\"GlyphRenderer\"},{\"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\":\"6527\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"tools\":[{\"id\":\"6518\"},{\"id\":\"6519\"},{\"id\":\"6520\"},{\"id\":\"6521\"},{\"id\":\"6522\"},{\"id\":\"6523\"},{\"id\":\"6524\"},{\"id\":\"6525\"},{\"id\":\"6551\"}]},\"id\":\"6529\",\"type\":\"Toolbar\"},{\"attributes\":{\"line_color\":\"green\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6596\",\"type\":\"Line\"},{\"attributes\":{\"tools\":[{\"id\":\"6571\"},{\"id\":\"6572\"},{\"id\":\"6573\"},{\"id\":\"6574\"},{\"id\":\"6575\"},{\"id\":\"6576\"},{\"id\":\"6577\"},{\"id\":\"6656\"},{\"id\":\"6658\"},{\"id\":\"6660\"}]},\"id\":\"6581\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"6643\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"6644\",\"type\":\"Selection\"},{\"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\":\"6528\",\"type\":\"PolyAnnotation\"}],\"root_ids\":[\"6699\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n",
+              "  const render_items = [{\"docid\":\"a2f5a788-55f0-4994-ac89-f53505d3467d\",\"root_ids\":[\"6699\"],\"roots\":{\"6699\":\"c66020dc-2ef4-40ac-af58-10639f8a871e\"}}];\n",
               "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
               "  }\n",
               "  if (root.Bokeh !== undefined) {\n",
@@ -1177,7 +1163,7 @@
           },
           "metadata": {
             "application/vnd.bokehjs_exec.v0+json": {
-              "id": "2439"
+              "id": "6699"
             }
           }
         }
@@ -1212,7 +1198,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 7,
+      "execution_count": 17,
       "metadata": {
         "scrolled": false,
         "colab": {
@@ -1220,7 +1206,7 @@
           "height": 823
         },
         "id": "EneL7S_jpWvc",
-        "outputId": "11c703a9-27ab-468a-e6a9-6ff15a7a2455"
+        "outputId": "b37373f6-62a9-47a1-e695-cf3f81cb449b"
       },
       "outputs": [
         {
@@ -1540,7 +1526,7 @@
           "data": {
             "text/html": [
               "\n",
-              "  <div class=\"bk-root\" id=\"5d2abef0-6c1a-4370-85d6-57f92b1ca2fe\" data-root-id=\"3069\"></div>\n"
+              "  <div class=\"bk-root\" id=\"4dd099c9-7ed9-443f-ac59-9cc4f9b29fc6\" data-root-id=\"7573\"></div>\n"
             ]
           },
           "metadata": {}
@@ -1551,8 +1537,8 @@
             "application/javascript": [
               "(function(root) {\n",
               "  function embed_document(root) {\n",
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+              "  const docs_json = 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Application\",\"version\":\"2.4.3\"}};\n",
+              "  const render_items = [{\"docid\":\"4268d53a-6851-4a72-a7f4-44b26642981c\",\"root_ids\":[\"7573\"],\"roots\":{\"7573\":\"4dd099c9-7ed9-443f-ac59-9cc4f9b29fc6\"}}];\n",
               "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
               "  }\n",
               "  if (root.Bokeh !== undefined) {\n",
@@ -1578,7 +1564,7 @@
           },
           "metadata": {
             "application/vnd.bokehjs_exec.v0+json": {
-              "id": "3069"
+              "id": "7573"
             }
           }
         }
@@ -1610,14 +1596,14 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 8,
+      "execution_count": 18,
       "metadata": {
         "colab": {
           "base_uri": "https://localhost:8080/",
           "height": 909
         },
         "id": "ybjV4dgcpWvc",
-        "outputId": "68289c34-a5ba-4a77-80d2-f383f743cc01"
+        "outputId": "ea86f7ed-2bc4-44f8-e2d8-e7daa7703c2c"
       },
       "outputs": [
         {
@@ -1631,14 +1617,14 @@
           "output_type": "stream",
           "name": "stderr",
           "text": [
-            "100%|██████████| 100/100 [00:05<00:00, 17.95it/s]\n"
+            "100%|██████████| 100/100 [00:04<00:00, 20.23it/s]\n"
           ]
         },
         {
           "output_type": "stream",
           "name": "stdout",
           "text": [
-            "Time taken: 0.10 minutes with 2 cores\n"
+            "Time taken: 0.09 minutes with 2 cores\n"
           ]
         },
         {
@@ -1960,7 +1946,7 @@
           "data": {
             "text/html": [
               "\n",
-              "  <div class=\"bk-root\" id=\"59b19f0c-ba8d-43bb-be31-63ad516c4b30\" data-root-id=\"3965\"></div>\n"
+              "  <div class=\"bk-root\" id=\"57b65c0b-f2c9-4513-b314-841386a01da6\" data-root-id=\"8713\"></div>\n"
             ]
           },
           "metadata": {}
@@ -1971,8 +1957,8 @@
             "application/javascript": [
               "(function(root) {\n",
               "  function embed_document(root) {\n",
-              "  const docs_json = 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Predicted Score\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"3628\"},\"group\":null,\"major_label_policy\":{\"id\":\"3629\"},\"ticker\":{\"id\":\"3567\"}},\"id\":\"3566\",\"type\":\"LinearAxis\"},{\"attributes\":{\"axis\":{\"id\":\"3566\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"3569\",\"type\":\"Grid\"},{\"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\":\"3655\",\"type\":\"Rect\"},{\"attributes\":{\"label\":{\"value\":\"OOB (95% CI)\"},\"renderers\":[{\"id\":\"3873\"}]},\"id\":\"3893\",\"type\":\"LegendItem\"},{\"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\":\"3661\",\"type\":\"Rect\"},{\"attributes\":{},\"id\":\"3567\",\"type\":\"BasicTicker\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"orange\",\"line_width\":2.5,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3845\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"3841\"},\"glyph\":{\"id\":\"3843\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"3845\"},\"nonselection_glyph\":{\"id\":\"3844\"},\"view\":{\"id\":\"3847\"}},\"id\":\"3846\",\"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\":\"3654\",\"type\":\"Rect\"},{\"attributes\":{},\"id\":\"3575\",\"type\":\"HelpTool\"},{\"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\":\"3660\",\"type\":\"Rect\"},{\"attributes\":{\"label\":{\"value\":\"Test\"},\"renderers\":[{\"id\":\"3846\"}]},\"id\":\"3864\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"3570\",\"type\":\"PanTool\"},{\"attributes\":{\"data\":{\"height\":[5],\"width\":[5],\"x\":[10],\"y\":[20]},\"selected\":{\"id\":\"3891\"},\"selection_policy\":{\"id\":\"3890\"}},\"id\":\"3869\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"overlay\":{\"id\":\"3576\"}},\"id\":\"3572\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"children\":[{\"id\":\"3902\"}]},\"id\":\"3964\",\"type\":\"Row\"},{\"attributes\":{},\"id\":\"3573\",\"type\":\"SaveTool\"},{\"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\":\"3648\",\"type\":\"VBar\"},{\"attributes\":{},\"id\":\"3862\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"3574\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"3861\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"3804\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"fill_color\":{\"value\":\"#1f77b4\"},\"height\":{\"value\":0.001},\"width\":{\"value\":0.05},\"x\":{\"field\":\"group_name\"},\"y\":{\"field\":\"lower\"}},\"id\":\"3653\",\"type\":\"Rect\"},{\"attributes\":{},\"id\":\"3719\",\"type\":\"AllLabels\"},{\"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\":{\"line_alpha\":0.8,\"line_dash\":[6],\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"3790\",\"type\":\"Line\"},{\"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\":\"3667\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"3635\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"3550\"}},\"id\":\"3651\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"3550\"},\"glyph\":{\"id\":\"3647\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"3649\"},\"nonselection_glyph\":{\"id\":\"3648\"},\"view\":{\"id\":\"3651\"}},\"id\":\"3650\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"3715\",\"type\":\"BasicTickFormatter\"}],\"root_ids\":[\"3965\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n",
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+              "  const docs_json = 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9yTafzBPek/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/DkpJzu2g1D8ISaVNh5DUPwJIAc0gg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\",\"dtype\":\"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Application\",\"version\":\"2.4.3\"}};\n",
+              "  const render_items = [{\"docid\":\"99056e87-206e-4fce-8e3d-1caeb874f242\",\"root_ids\":[\"8713\"],\"roots\":{\"8713\":\"57b65c0b-f2c9-4513-b314-841386a01da6\"}}];\n",
               "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
               "  }\n",
               "  if (root.Bokeh !== undefined) {\n",
@@ -1998,7 +1984,7 @@
           },
           "metadata": {
             "application/vnd.bokehjs_exec.v0+json": {
-              "id": "3965"
+              "id": "8713"
             }
           }
         }
@@ -2030,13 +2016,13 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 9,
+      "execution_count": 19,
       "metadata": {
         "colab": {
           "base_uri": "https://localhost:8080/"
         },
         "id": "HyH9AwWjpWvc",
-        "outputId": "39d9870b-d8ba-478b-80de-4304e21d1913"
+        "outputId": "2ffbf0fe-75c7-431a-9761-0e9350234b3b"
       },
       "outputs": [
         {
@@ -2055,182 +2041,34 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 10,
+      "execution_count": 20,
       "metadata": {
         "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 206
+          "base_uri": "https://localhost:8080/"
         },
         "id": "f-_OngxlpWvd",
-        "outputId": "6238c71e-7a9e-4b56-949e-60a110575145"
+        "outputId": "57425384-b586-4d30-b252-aaea41b747fd"
       },
       "outputs": [
         {
-          "output_type": "execute_result",
-          "data": {
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-              "    Idx Name           Label\n",
-              "84   84  M84  SM(d18:1/24:0)\n",
-              "42   42  M42       PC(38:2e)\n",
-              "60   60  M60        PE(36:0)\n",
-              "30   30  M30        PC(35:2)\n",
-              "70   70  M70  SM(d18:1/16:0)"
-            ],
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-              "      <td>84</td>\n",
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-              "      <th>42</th>\n",
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-              "    <tr>\n",
-              "      <th>60</th>\n",
-              "      <td>60</td>\n",
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-              "      <td>PE(36:0)</td>\n",
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-              "    <tr>\n",
-              "      <th>30</th>\n",
-              "      <td>30</td>\n",
-              "      <td>M30</td>\n",
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-              "    <tr>\n",
-              "      <th>70</th>\n",
-              "      <td>70</td>\n",
-              "      <td>M70</td>\n",
-              "      <td>SM(d18:1/16:0)</td>\n",
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-              "\n",
-              "        async function convertToInteractive(key) {\n",
-              "          const element = document.querySelector('#df-95495130-db99-4671-8f3b-6d2ea7f5dc99');\n",
-              "          const dataTable =\n",
-              "            await google.colab.kernel.invokeFunction('convertToInteractive',\n",
-              "                                                     [key], {});\n",
-              "          if (!dataTable) return;\n",
-              "\n",
-              "          const docLinkHtml = 'Like what you see? Visit the ' +\n",
-              "            '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
-              "            + ' to learn more about interactive tables.';\n",
-              "          element.innerHTML = '';\n",
-              "          dataTable['output_type'] = 'display_data';\n",
-              "          await google.colab.output.renderOutput(dataTable, element);\n",
-              "          const docLink = document.createElement('div');\n",
-              "          docLink.innerHTML = docLinkHtml;\n",
-              "          element.appendChild(docLink);\n",
-              "        }\n",
-              "      </script>\n",
-              "    </div>\n",
-              "  </div>\n",
-              "  "
-            ]
-          },
-          "metadata": {},
-          "execution_count": 10
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "    Idx Name           Label\n",
+            "84   84  M84  SM(d18:1/24:0)\n",
+            "42   42  M42       PC(38:2e)\n",
+            "60   60  M60        PE(36:0)\n"
+          ]
         }
       ],
       "source": [
-        "coef = model.model.coef_\n",
-        "#important_feat = abs(coef)\n",
-        "important_feat= abs(coef[0])\n",
-        "#get indices of those important features\n",
-        "idx = important_feat.argsort(kind= \"quicksort\")\n",
-        "idx= idx[::-1][:5]\n",
-        "#get more information from peaktable:\n",
-        "top_met = PeakList.iloc[idx]\n",
-        "top_met_info = PeakTable.iloc[top_met.index-1]\n",
-        "#5 most important metabolites\n",
-        "top_met_info"
+        "coefficients = model.model.coef_\n",
+        "top_features = abs(coefficients[0])\n",
+        "ids = top_features.argsort(kind= \"quicksort\")\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",
+        "print(top_three_features_info)"
       ]
     }
   ],