diff --git a/SVMLin/SVMLin_MTBLS92.xlsx b/SVMLin/SVMLin_MTBLS92.xlsx
index e2e9fb6ff6e0e89636f4a2feb32e709fc7dd9a2e..72a86857b3f63c8d74f180a96c84766d77a2d8ce 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 68cae632dbf00a1fde665dab647e988b938ca82c..0a0a140606267c11d6df0aa2d4ef529819330b66 100644
--- a/SVMLin/SVMLin_MTBLS92_Working_Copy.ipynb
+++ b/SVMLin/SVMLin_MTBLS92_Working_Copy.ipynb
@@ -102,13 +102,13 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 11,
+      "execution_count": 21,
       "metadata": {
         "colab": {
           "base_uri": "https://localhost:8080/"
         },
         "id": "W_e0yxx6pWvY",
-        "outputId": "29b3e7cf-43ca-4d64-d9b7-9b1b055a9047"
+        "outputId": "98bfb1c0-8058-4415-f2b3-c974dfb24565"
       },
       "outputs": [
         {
@@ -130,10 +130,10 @@
             "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: 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: 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",
@@ -164,9 +164,9 @@
           "base_uri": "https://localhost:8080/"
         },
         "id": "TFumqU3mpcOd",
-        "outputId": "8387dfe2-271d-47ca-d692-641ca06658e9"
+        "outputId": "d116074c-702b-447c-8b7f-1b6b826e8ab9"
       },
-      "execution_count": 12,
+      "execution_count": 22,
       "outputs": [
         {
           "output_type": "stream",
@@ -188,13 +188,13 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 13,
+      "execution_count": 23,
       "metadata": {
         "colab": {
           "base_uri": "https://localhost:8080/"
         },
         "id": "pQg2HkJppWvZ",
-        "outputId": "b906bb54-3ec2-49f3-8865-af0206f3c978"
+        "outputId": "74e5ea9b-cf79-406b-a822-c8bf983bf57a"
       },
       "outputs": [
         {
@@ -226,7 +226,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 14,
+      "execution_count": 24,
       "metadata": {
         "id": "iXb7IHr4pWva"
       },
@@ -269,7 +269,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 15,
+      "execution_count": 25,
       "metadata": {
         "scrolled": false,
         "colab": {
@@ -277,7 +277,7 @@
           "height": 1000
         },
         "id": "0BYj8UEGpWvb",
-        "outputId": "e1e2a5d2-c1b1-413d-9f63-c7599ca4d0e8"
+        "outputId": "d2f30083-5aa1-4ae3-a6c8-95b369ccb41f"
       },
       "outputs": [
         {
@@ -292,15 +292,15 @@
           "output_type": "stream",
           "name": "stderr",
           "text": [
-            "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"
+            "1/2: 100%|██████████| 6/6 [00:16<00:00,  2.83s/it]\n",
+            "2/2: 100%|██████████| 60/60 [00:10<00:00,  5.88it/s]\n"
           ]
         },
         {
           "output_type": "stream",
           "name": "stdout",
           "text": [
-            "Time taken: 0.66 minutes with 2 cores\n",
+            "Time taken: 0.47 minutes with 2 cores\n",
             "Done!\n"
           ]
         },
@@ -606,7 +606,7 @@
           "data": {
             "text/html": [
               "\n",
-              "  <div class=\"bk-root\" id=\"c0917739-84f8-44f4-86a3-98e46de0cd37\" data-root-id=\"4731\"></div>\n"
+              "  <div class=\"bk-root\" id=\"d9f9616e-4afc-49c2-b19c-8feb8f0fa4f1\" data-root-id=\"9723\"></div>\n"
             ]
           },
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@@ -617,8 +617,8 @@
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               "(function(root) {\n",
               "  function embed_document(root) {\n",
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Application\",\"version\":\"2.4.3\"}};\n",
+              "  const render_items = [{\"docid\":\"b05151b7-899b-4570-9502-9d771da2c951\",\"root_ids\":[\"9723\"],\"roots\":{\"9723\":\"d9f9616e-4afc-49c2-b19c-8feb8f0fa4f1\"}}];\n",
               "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
               "  }\n",
               "  if (root.Bokeh !== undefined) {\n",
@@ -644,7 +644,7 @@
           },
           "metadata": {
             "application/vnd.bokehjs_exec.v0+json": {
-              "id": "4731"
+              "id": "9723"
             }
           }
         },
@@ -665,7 +665,7 @@
           "data": {
             "text/html": [
               "\n",
-              "  <div class=\"bk-root\" id=\"e3de458f-a10d-42c7-a1e1-754c697b4a33\" data-root-id=\"5357\"></div>\n"
+              "  <div class=\"bk-root\" id=\"615303d2-7e44-4866-a23e-14767e0ae3e5\" data-root-id=\"10593\"></div>\n"
             ]
           },
           "metadata": {}
@@ -676,8 +676,8 @@
             "application/javascript": [
               "(function(root) {\n",
               "  function embed_document(root) {\n",
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|\",\"@diff_hover\"]]},\"id\":\"10445\",\"type\":\"HoverTool\"},{\"attributes\":{\"below\":[{\"id\":\"10458\"}],\"center\":[{\"id\":\"10460\"},{\"id\":\"10464\"},{\"id\":\"10509\"}],\"height\":405,\"left\":[{\"id\":\"10461\"}],\"renderers\":[{\"id\":\"10487\"},{\"id\":\"10493\"},{\"id\":\"10515\"},{\"id\":\"10522\"},{\"id\":\"10547\"}],\"title\":{\"id\":\"10448\"},\"toolbar\":{\"id\":\"10475\"},\"toolbar_location\":null,\"width\":485,\"x_range\":{\"id\":\"10450\"},\"x_scale\":{\"id\":\"10454\"},\"y_range\":{\"id\":\"10452\"},\"y_scale\":{\"id\":\"10456\"}},\"id\":\"10447\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"source\":{\"id\":\"10392\"}},\"id\":\"10443\",\"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\":13},\"x\":{\"field\":\"cv\"},\"y\":{\"field\":\"diff\"}},\"id\":\"10441\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"10497\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"fill_color\":{\"value\":\"green\"},\"line_width\":{\"value\":2}},\"id\":\"10444\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"10498\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"10500\",\"type\":\"CategoricalTickFormatter\"},{\"attributes\":{},\"id\":\"10452\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"10501\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"10459\",\"type\":\"CategoricalTicker\"},{\"attributes\":{\"end\":0.2777133043675106,\"start\":0.06528717100600132},\"id\":\"10396\",\"type\":\"Range1d\"},{\"attributes\":{},\"id\":\"10456\",\"type\":\"LinearScale\"},{\"attributes\":{\"callback\":null,\"mode\":\"vline\",\"renderers\":[{\"id\":\"10547\"}],\"tooltips\":[[\"Q\\u00b2\",\"@cv_hover\"]]},\"id\":\"10552\",\"type\":\"HoverTool\"},{\"attributes\":{\"factors\":[\"0.0001\",\"0.001\",\"0.01\",\"0.1\",\"1\",\"10\"]},\"id\":\"10450\",\"type\":\"FactorRange\"},{\"attributes\":{\"align\":\"center\",\"coordinates\":null,\"group\":null,\"text\":\"R\\u00b2 & Q\\u00b2 over C\",\"text_font_size\":\"12pt\"},\"id\":\"10448\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"10502\",\"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\":\"10472\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"10454\",\"type\":\"CategoricalScale\"},{\"attributes\":{},\"id\":\"10503\",\"type\":\"Selection\"},{\"attributes\":{\"axis_label\":\"C\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"10500\"},\"group\":null,\"major_label_orientation\":1.5707963267948966,\"major_label_policy\":{\"id\":\"10501\"},\"major_label_text_font_size\":\"8pt\",\"ticker\":{\"id\":\"10459\"}},\"id\":\"10458\",\"type\":\"CategoricalAxis\"},{\"attributes\":{\"fill_color\":{\"value\":\"white\"},\"line_color\":{\"value\":\"green\"},\"line_width\":{\"value\":2}},\"id\":\"10549\",\"type\":\"Circle\"},{\"attributes\":{\"fill_color\":{\"value\":\"white\"},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":10},\"x\":{\"field\":\"values_string\"},\"y\":{\"field\":\"cv\"}},\"id\":\"10544\",\"type\":\"Circle\"},{\"attributes\":{\"below\":[{\"id\":\"10404\"}],\"center\":[{\"id\":\"10407\"},{\"id\":\"10411\"}],\"height\":405,\"left\":[{\"id\":\"10408\"}],\"renderers\":[{\"id\":\"10436\"},{\"id\":\"10442\"}],\"title\":{\"id\":\"10394\"},\"toolbar\":{\"id\":\"10423\"},\"toolbar_location\":null,\"width\":485,\"x_range\":{\"id\":\"10396\"},\"x_scale\":{\"id\":\"10400\"},\"y_range\":{\"id\":\"10398\"},\"y_scale\":{\"id\":\"10402\"}},\"id\":\"10393\",\"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\":\"10473\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"source\":{\"id\":\"10392\"}},\"id\":\"10548\",\"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\":10},\"x\":{\"field\":\"values_string\"},\"y\":{\"field\":\"cv\"}},\"id\":\"10545\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"mode\":\"vline\",\"renderers\":[{\"id\":\"10515\"}],\"tooltips\":[[\"R\\u00b2\",\"@full_hover\"]]},\"id\":\"10550\",\"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\":10},\"x\":{\"field\":\"values_string\"},\"y\":{\"field\":\"cv\"}},\"id\":\"10546\",\"type\":\"Circle\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"10392\"},\"glyph\":{\"id\":\"10544\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"10546\"},\"nonselection_glyph\":{\"id\":\"10545\"},\"selection_glyph\":{\"id\":\"10549\"},\"view\":{\"id\":\"10548\"}},\"id\":\"10547\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"renderers\":[{\"id\":\"10515\"},{\"id\":\"10547\"}]},\"id\":\"10554\",\"type\":\"TapTool\"},{\"attributes\":{\"toolbar\":{\"id\":\"10591\"},\"toolbar_location\":\"above\"},\"id\":\"10592\",\"type\":\"ToolbarBox\"},{\"attributes\":{\"children\":[[{\"id\":\"10393\"},0,0],[{\"id\":\"10447\"},0,1]]},\"id\":\"10590\",\"type\":\"GridBox\"},{\"attributes\":{},\"id\":\"10469\",\"type\":\"SaveTool\"},{\"attributes\":{\"toolbars\":[{\"id\":\"10423\"},{\"id\":\"10475\"}],\"tools\":[{\"id\":\"10412\"},{\"id\":\"10413\"},{\"id\":\"10414\"},{\"id\":\"10415\"},{\"id\":\"10416\"},{\"id\":\"10417\"},{\"id\":\"10418\"},{\"id\":\"10419\"},{\"id\":\"10445\"},{\"id\":\"10465\"},{\"id\":\"10466\"},{\"id\":\"10467\"},{\"id\":\"10468\"},{\"id\":\"10469\"},{\"id\":\"10470\"},{\"id\":\"10471\"},{\"id\":\"10550\"},{\"id\":\"10552\"},{\"id\":\"10554\"}]},\"id\":\"10591\",\"type\":\"ProxyToolbar\"},{\"attributes\":{},\"id\":\"10504\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"10468\",\"type\":\"ResetTool\"},{\"attributes\":{\"overlay\":{\"id\":\"10473\"}},\"id\":\"10467\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"10465\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"10505\",\"type\":\"Selection\"},{\"attributes\":{\"overlay\":{\"id\":\"10474\"}},\"id\":\"10470\",\"type\":\"LassoSelectTool\"},{\"attributes\":{\"overlay\":{\"id\":\"10472\"}},\"id\":\"10471\",\"type\":\"BoxSelectTool\"},{\"attributes\":{\"axis\":{\"id\":\"10458\"},\"coordinates\":null,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"10460\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"10466\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"axis_label\":\"R\\u00b2 & Q\\u00b2\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"10497\"},\"group\":null,\"major_label_policy\":{\"id\":\"10498\"},\"major_label_text_font_size\":\"8pt\",\"ticker\":{\"id\":\"10462\"}},\"id\":\"10461\",\"type\":\"LinearAxis\"},{\"attributes\":{\"axis\":{\"id\":\"10461\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"10464\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"10462\",\"type\":\"BasicTicker\"},{\"attributes\":{\"source\":{\"id\":\"10432\"}},\"id\":\"10437\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10435\",\"type\":\"Line\"},{\"attributes\":{\"end\":0.48913337461062156,\"start\":0.033107900341299595},\"id\":\"10398\",\"type\":\"Range1d\"},{\"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\":\"10474\",\"type\":\"PolyAnnotation\"},{\"attributes\":{},\"id\":\"10558\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"10559\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"10561\",\"type\":\"BasicTickFormatter\"},{\"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\":\"10486\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"10562\",\"type\":\"AllLabels\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"green\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"10492\",\"type\":\"Line\"}],\"root_ids\":[\"10593\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n",
+              "  const render_items = [{\"docid\":\"53cc2a78-dadc-4984-9f4b-e60886a187d0\",\"root_ids\":[\"10593\"],\"roots\":{\"10593\":\"615303d2-7e44-4866-a23e-14767e0ae3e5\"}}];\n",
               "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
               "  }\n",
               "  if (root.Bokeh !== undefined) {\n",
@@ -703,7 +703,7 @@
           },
           "metadata": {
             "application/vnd.bokehjs_exec.v0+json": {
-              "id": "5357"
+              "id": "10593"
             }
           }
         }
@@ -729,7 +729,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 16,
+      "execution_count": 26,
       "metadata": {
         "scrolled": false,
         "colab": {
@@ -737,7 +737,7 @@
           "height": 1000
         },
         "id": "ltWmLTY2pWvb",
-        "outputId": "ad6d3d64-4285-46cf-8575-f3e099ef3d10"
+        "outputId": "d144cff1-0776-49e1-e064-de788eb311ec"
       },
       "outputs": [
         {
@@ -752,8 +752,8 @@
           "output_type": "stream",
           "name": "stderr",
           "text": [
-            "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"
+            "1/2: 100%|██████████| 15/15 [00:00<00:00, 80.56it/s]\n",
+            "2/2: 100%|██████████| 150/150 [00:16<00:00,  9.17it/s]\n"
           ]
         },
         {
@@ -1066,7 +1066,7 @@
           "data": {
             "text/html": [
               "\n",
-              "  <div class=\"bk-root\" id=\"8d728fdc-e173-4bde-a8a9-4bc085c89dda\" data-root-id=\"6013\"></div>\n"
+              "  <div class=\"bk-root\" id=\"464c61c2-7e29-41c8-8925-849c037a1ba1\" data-root-id=\"11493\"></div>\n"
             ]
           },
           "metadata": {}
@@ -1077,8 +1077,8 @@
             "application/javascript": [
               "(function(root) {\n",
               "  function embed_document(root) {\n",
-              "  const docs_json = 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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\":\"11322\",\"type\":\"PolyAnnotation\"},{\"attributes\":{\"fill_color\":{\"value\":\"white\"},\"line_color\":{\"value\":\"green\"},\"size\":{\"value\":8},\"x\":{\"field\":\"values_string\"},\"y\":{\"field\":\"full\"}},\"id\":\"11412\",\"type\":\"Circle\"},{\"attributes\":{\"tools\":[{\"id\":\"11312\"},{\"id\":\"11313\"},{\"id\":\"11314\"},{\"id\":\"11315\"},{\"id\":\"11316\"},{\"id\":\"11317\"},{\"id\":\"11318\"},{\"id\":\"11319\"},{\"id\":\"11345\"}]},\"id\":\"11323\",\"type\":\"Toolbar\"},{\"attributes\":{\"source\":{\"id\":\"11292\"}},\"id\":\"11416\",\"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\":\"11385\",\"type\":\"Patch\"},{\"attributes\":{\"axis_label\":\"AUCdiff\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"11458\"},\"group\":null,\"major_label_policy\":{\"id\":\"11459\"},\"major_label_text_font_size\":\"8pt\",\"ticker\":{\"id\":\"11309\"}},\"id\":\"11308\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"green\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11391\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"11313\",\"type\":\"PanTool\"},{\"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\":\"11413\",\"type\":\"Circle\"},{\"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__\":\"uJoPApZv6D/8X9yVUo3oP25IvOM/Kuk/+slstybL6D/UPZQTESTpP5Bz7bkTLuk/VFj4G4Yz6j/gMJwxLcfpP+ATS8aXy+k/rDPDNiTe6T/gaj4IWL7pPyTBoLT/xek/jNPJT2a76T859O+mdk7pP6CvJQAdUek/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[15]}},\"selected\":{\"id\":\"11438\"},\"selection_policy\":{\"id\":\"11437\"}},\"id\":\"11418\",\"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\":\"11414\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"11366\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"11292\"},\"glyph\":{\"id\":\"11412\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"11414\"},\"nonselection_glyph\":{\"id\":\"11413\"},\"selection_glyph\":{\"id\":\"11417\"},\"view\":{\"id\":\"11416\"}},\"id\":\"11415\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"green\",\"line_dash\":[6],\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11419\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"11410\"},{\"id\":\"11442\"}],\"location\":\"bottom_right\"},\"id\":\"11409\",\"type\":\"Legend\"},{\"attributes\":{\"line_alpha\":0.1,\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11334\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"11418\"}},\"id\":\"11423\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"11418\"},\"glyph\":{\"id\":\"11419\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"11421\"},\"nonselection_glyph\":{\"id\":\"11420\"},\"view\":{\"id\":\"11423\"}},\"id\":\"11422\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"axis\":{\"id\":\"11304\"},\"coordinates\":null,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"11307\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"green\",\"line_dash\":[6],\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11421\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"11389\"},\"glyph\":{\"id\":\"11390\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"11392\"},\"nonselection_glyph\":{\"id\":\"11391\"},\"view\":{\"id\":\"11394\"}},\"id\":\"11393\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"overlay\":{\"id\":\"11373\"}},\"id\":\"11367\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"green\",\"line_dash\":[6],\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11420\",\"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\":\"11320\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"source\":{\"id\":\"11389\"}},\"id\":\"11394\",\"type\":\"CDSView\"},{\"attributes\":{\"overlay\":{\"id\":\"11321\"}},\"id\":\"11315\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"label\":{\"value\":\"CV\"},\"renderers\":[{\"id\":\"11422\"}]},\"id\":\"11442\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"11309\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"11314\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"11316\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"11436\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"11383\"}},\"id\":\"11388\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"green\",\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11390\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"11332\"}},\"id\":\"11337\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"11383\"},\"glyph\":{\"id\":\"11384\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"11386\"},\"nonselection_glyph\":{\"id\":\"11385\"},\"view\":{\"id\":\"11388\"}},\"id\":\"11387\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"11365\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"11435\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"11305\",\"type\":\"BasicTicker\"},{\"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\":\"11386\",\"type\":\"Patch\"},{\"attributes\":{\"callback\":null},\"id\":\"11312\",\"type\":\"TapTool\"},{\"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\",\"0.1\",\"0.09\",\"0.08\",\"0.07\",\"0.06\",\"0.05\",\"0.04\",\"0.03\",\"0.02\",\"0.01\",\"0.009\",\"0.008\",\"0.007\",\"0.006\",\"0.005\"],\"y\":{\"__ndarray__\":\"2TKHcP6y5z/QTOlUJELnP2IeyGW5Eeg/3D/xckBl5z+8iiiZQqboP79An1nE5eg/qtf1LiMT6T9H08i9PnvpP6IQzc1e9Og/sfA3DGdM6T+HbUi847/nP/UrbZz5Luk/qED0KLel6D9AY5OeOk/oP/qTEn/8gOg/fbeY67IV6j8SmZd1ShnqP11EAiXhp+o/yUseHTWs6j/9DcMZ0/LqP0H2TAamj+o/XAYYsLWD6j8wRKzDxqfqP0SKmJVR++o/358GGULd6T/KwPTxysXpP8KIPVpxOuk/l+Mi2Rfa6T/5VJbikDHpP10JziZ2hek/\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[30]}},\"selected\":{\"id\":\"11403\"},\"selection_policy\":{\"id\":\"11402\"}},\"id\":\"11383\",\"type\":\"ColumnDataSource\"},{\"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\":\"11384\",\"type\":\"Patch\"},{\"attributes\":{\"overlay\":{\"id\":\"11322\"}},\"id\":\"11318\",\"type\":\"LassoSelectTool\"},{\"attributes\":{\"overlay\":{\"id\":\"11320\"}},\"id\":\"11319\",\"type\":\"BoxSelectTool\"},{\"attributes\":{\"axis\":{\"id\":\"11308\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"11311\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.2,\"line_width\":3,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"11335\",\"type\":\"Line\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"11332\"},\"glyph\":{\"id\":\"11333\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"11335\"},\"nonselection_glyph\":{\"id\":\"11334\"},\"view\":{\"id\":\"11337\"}},\"id\":\"11336\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"align\":\"center\",\"coordinates\":null,\"group\":null,\"text\":\"AUCdiff vs. AUCcv\",\"text_font_size\":\"12pt\"},\"id\":\"11294\",\"type\":\"Title\"},{\"attributes\":{\"tools\":[{\"id\":\"11365\"},{\"id\":\"11366\"},{\"id\":\"11367\"},{\"id\":\"11368\"},{\"id\":\"11369\"},{\"id\":\"11370\"},{\"id\":\"11371\"},{\"id\":\"11450\"},{\"id\":\"11452\"},{\"id\":\"11454\"}]},\"id\":\"11375\",\"type\":\"Toolbar\"}],\"root_ids\":[\"11493\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n",
+              "  const render_items = [{\"docid\":\"e2de1d61-df14-42fd-bcb1-f423ec544e9b\",\"root_ids\":[\"11493\"],\"roots\":{\"11493\":\"464c61c2-7e29-41c8-8925-849c037a1ba1\"}}];\n",
               "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
               "  }\n",
               "  if (root.Bokeh !== undefined) {\n",
@@ -1104,7 +1104,7 @@
           },
           "metadata": {
             "application/vnd.bokehjs_exec.v0+json": {
-              "id": "6013"
+              "id": "11493"
             }
           }
         },
@@ -1125,7 +1125,7 @@
           "data": {
             "text/html": [
               "\n",
-              "  <div class=\"bk-root\" id=\"c66020dc-2ef4-40ac-af58-10639f8a871e\" data-root-id=\"6699\"></div>\n"
+              "  <div class=\"bk-root\" id=\"f83df451-b1ab-4427-85be-9fd37040dfc7\" data-root-id=\"12423\"></div>\n"
             ]
           },
           "metadata": {}
@@ -1136,8 +1136,8 @@
             "application/javascript": [
               "(function(root) {\n",
               "  function embed_document(root) {\n",
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12421\",\"type\":\"ProxyToolbar\"},{\"attributes\":{\"axis_label\":\"R\\u00b2 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& Q\\u00b2 over C\",\"text_font_size\":\"12pt\"},\"id\":\"12278\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"12289\",\"type\":\"CategoricalTicker\"},{\"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\":\"12302\",\"type\":\"BoxAnnotation\"}],\"root_ids\":[\"12423\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n",
+              "  const render_items = [{\"docid\":\"872898e8-ecf5-4bab-8d3a-8249cb824ceb\",\"root_ids\":[\"12423\"],\"roots\":{\"12423\":\"f83df451-b1ab-4427-85be-9fd37040dfc7\"}}];\n",
               "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
               "  }\n",
               "  if (root.Bokeh !== undefined) {\n",
@@ -1163,7 +1163,7 @@
           },
           "metadata": {
             "application/vnd.bokehjs_exec.v0+json": {
-              "id": "6699"
+              "id": "12423"
             }
           }
         }
@@ -1198,7 +1198,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 17,
+      "execution_count": 27,
       "metadata": {
         "scrolled": false,
         "colab": {
@@ -1206,7 +1206,7 @@
           "height": 823
         },
         "id": "EneL7S_jpWvc",
-        "outputId": "b37373f6-62a9-47a1-e695-cf3f81cb449b"
+        "outputId": "4571fdbd-a78f-4ea0-ded0-4546674fcbde"
       },
       "outputs": [
         {
@@ -1526,7 +1526,7 @@
           "data": {
             "text/html": [
               "\n",
-              "  <div class=\"bk-root\" id=\"4dd099c9-7ed9-443f-ac59-9cc4f9b29fc6\" data-root-id=\"7573\"></div>\n"
+              "  <div class=\"bk-root\" id=\"939e1e9e-c24c-409f-90f3-d7fe04acc6bf\" data-root-id=\"13541\"></div>\n"
             ]
           },
           "metadata": {}
@@ -1537,8 +1537,8 @@
             "application/javascript": [
               "(function(root) {\n",
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(Blue)\",\"text_font_size\":\"10pt\"},\"id\":\"13271\",\"type\":\"Title\"},{\"attributes\":{\"source\":{\"id\":\"13268\"}},\"id\":\"13331\",\"type\":\"CDSView\"},{\"attributes\":{\"axis\":{\"id\":\"13281\"},\"coordinates\":null,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"13283\",\"type\":\"Grid\"},{\"attributes\":{\"children\":[{\"id\":\"13482\"}]},\"id\":\"13540\",\"type\":\"Row\"},{\"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\":\"13385\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"13279\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"13191\",\"type\":\"LinearScale\"},{\"attributes\":{\"source\":{\"id\":\"13269\"}},\"id\":\"13387\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"renderers\":[{\"id\":\"13330\"},{\"id\":\"13336\"},{\"id\":\"13342\"},{\"id\":\"13368\"}],\"tooltips\":[[\"Upper\",\"@upper{1.11}\"],[\"Q3\",\"@q3{1.11}\"],[\"Median\",\"@q2{1.11}\"],[\"Q1\",\"@q1{1.11}\"],[\"Lower\",\"@lower{1.11}\"]]},\"id\":\"13388\",\"type\":\"HoverTool\"},{\"attributes\":{\"axis_label\":\"p.d.f.\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"13433\"},\"group\":null,\"major_label_policy\":{\"id\":\"13434\"},\"ticker\":{\"id\":\"13408\"}},\"id\":\"13407\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"13436\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"overlay\":{\"id\":\"13294\"}},\"id\":\"13290\",\"type\":\"BoxZoomTool\"},{\"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\":\"13323\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"13288\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"13285\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"13236\",\"type\":\"Selection\"},{\"attributes\":{\"axis\":{\"id\":\"13193\"},\"coordinates\":null,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"13196\",\"type\":\"Grid\"},{\"attributes\":{\"end\":1.06,\"start\":-0.06},\"id\":\"13187\",\"type\":\"Range1d\"},{\"attributes\":{\"label\":{\"value\":\"1\"},\"renderers\":[{\"id\":\"13447\"}]},\"id\":\"13461\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"x\":[0,1],\"y\":[0,1]},\"selected\":{\"id\":\"13236\"},\"selection_policy\":{\"id\":\"13235\"}},\"id\":\"13215\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"axis_label\":\"Predicted 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(Blue)\",\"text_font_size\":\"10pt\"},\"id\":\"13393\",\"type\":\"Title\"},{\"attributes\":{\"axis\":{\"id\":\"13407\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"13410\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"13205\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"13202\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"axis\":{\"id\":\"13403\"},\"coordinates\":null,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"13406\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"13189\",\"type\":\"LinearScale\"},{\"attributes\":{\"axis\":{\"id\":\"13197\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"13200\",\"type\":\"Grid\"},{\"attributes\":{\"data\":{\"color\":[\"#fcaeae\",\"#aed3f9\",\"#FFCCCC\",\"#CCE5FF\"],\"group_name\":[\"Test (0)\",\"Test (1)\",\"Train (0)\",\"Train (1)\"],\"label\":[\"0\",\"1\",\"0\",\"1\"],\"lower\":{\"__ndarray__\":\"I3EWyCHdZj+rjKhCSTOlP6tbW9X4YJM/x4Wa4wxT3T8=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4]},\"q1\":{\"__ndarray__\":\"0sz5sOiRwD9UIw3e4xncP+ZulDTLFcA/ir8AYaV95j8=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4]},\"q2\":{\"__ndarray__\":\"wSazPvrL0T+/GJpeSFflP/AUjs5t+cU/BRnvt8y/6j8=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4]},\"q3\":{\"__ndarray__\":\"vgE8FhKd2D9Igo4xXmToPxIrTALjYM4/+Wd4ALq16z8=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4]},\"upper\":{\"__ndarray__\":\"X1VtWZ+N6D///fn5DVzvP6rib1vD6Nk/4U6fJsdq7z8=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[4]}},\"selected\":{\"id\":\"13360\"},\"selection_policy\":{\"id\":\"13359\"}},\"id\":\"13268\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"factors\":[\"Train (0)\",\"Test (0)\",\"Train (1)\",\"Test (1)\"]},\"id\":\"13273\",\"type\":\"FactorRange\"},{\"attributes\":{\"axis\":{\"id\":\"13284\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"13287\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"13433\",\"type\":\"BasicTickFormatter\"}],\"root_ids\":[\"13541\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n",
+              "  const render_items = [{\"docid\":\"a90ee0c0-eb37-48c7-b983-72376b6f62d3\",\"root_ids\":[\"13541\"],\"roots\":{\"13541\":\"939e1e9e-c24c-409f-90f3-d7fe04acc6bf\"}}];\n",
               "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
               "  }\n",
               "  if (root.Bokeh !== undefined) {\n",
@@ -1564,7 +1564,7 @@
           },
           "metadata": {
             "application/vnd.bokehjs_exec.v0+json": {
-              "id": "7573"
+              "id": "13541"
             }
           }
         }
@@ -1596,14 +1596,14 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 18,
+      "execution_count": 28,
       "metadata": {
         "colab": {
           "base_uri": "https://localhost:8080/",
           "height": 909
         },
         "id": "ybjV4dgcpWvc",
-        "outputId": "ea86f7ed-2bc4-44f8-e2d8-e7daa7703c2c"
+        "outputId": "88300fee-c90d-4c73-c32d-f44e9268a4e0"
       },
       "outputs": [
         {
@@ -1617,14 +1617,14 @@
           "output_type": "stream",
           "name": "stderr",
           "text": [
-            "100%|██████████| 100/100 [00:04<00:00, 20.23it/s]\n"
+            "100%|██████████| 100/100 [00:06<00:00, 15.39it/s]\n"
           ]
         },
         {
           "output_type": "stream",
           "name": "stdout",
           "text": [
-            "Time taken: 0.09 minutes with 2 cores\n"
+            "Time taken: 0.11 minutes with 2 cores\n"
           ]
         },
         {
@@ -1946,7 +1946,7 @@
           "data": {
             "text/html": [
               "\n",
-              "  <div class=\"bk-root\" id=\"57b65c0b-f2c9-4513-b314-841386a01da6\" data-root-id=\"8713\"></div>\n"
+              "  <div class=\"bk-root\" id=\"202a32e5-9858-4369-a2ae-18631c29604e\" data-root-id=\"14925\"></div>\n"
             ]
           },
           "metadata": {}
@@ -1957,8 +1957,8 @@
             "application/javascript": [
               "(function(root) {\n",
               "  function embed_document(root) {\n",
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G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8wJ4G4UHOSPzAngbhQc5I/MCeBuFBzkj8gBGXva0KQPyAEZe9rQpA/IARl72tCkD8gBGXva0KQPyAEZe9rQpA/IARl72tCkD8gBGXva0KQPyAEZe9rQpA/IARl72tCkD8gBGXva0KQPyAEZe9rQpA/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/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/oHSJgi9Lhz+gdImCL0uHP6B0iYIvS4c/oHSJgi9Lhz9AJ4G4UHOCP0AngbhQc4I/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/QCeBuFBzgj9AwpFMDiN8P0DCkUwOI3w/QMKRTA4jfD9AwpFMDiN8P0DCkUwOI3w/QMKRTA4jfD9AwpFMDiN8P0DCkUwOI3w/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0AngbhQc3I/QCeBuFBzcj9AJ4G4UHNyP0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dh5zy8c4j86GpejcTniPzoal6NxOeI/o7IXMPhC4j+jshcw+ELiP6OyFzD4QuI/o7IXMPhC4j+jshcw+ELiP6OyFzD4QuI/tjQn5iUJ4z+2NCfmJQnjP7Y0J+YlCeM/tjQn5iUJ4z+2NCfmJQnjP7Y0J+YlCeM/tjQn5iUJ4z+2NCfmJQnjP7Y0J+YlCeM/tjQn5iUJ4z+2NCfmJQnjP7Y0J+YlCeM/tjQn5iUJ4z+2NCfmJQnjP7Y0J+YlCeM/tjQn5iUJ4z+2NCfmJQnjP7Y0J+YlCeM/tjQn5iUJ4z//HUWfTS3jP/8dRZ9NLeM//x1Fn00t4z//HUWfTS3jP/8dRZ9NLeM/S16LYlKR4z9LXotiUpHjP0tei2JSkeM/S16LYlKR4z9LXotiUpHjP0tei2JSkeM/S16LYlKR4z9LXotiUpHjP0tei2JSkeM/S16LYlKR4z9LXotiUpHjP0tei2JSkeM/S16LYlKR4z+Gyg5Tl9vjP4bKDlOX2+M/hsoOU5fb4z+Gyg5Tl9vjP4bKDlOX2+M/hsoOU5fb4z+Gyg5Tl9vjP6NhAjIaJuQ/o2ECMhom5D+jYQIyGibkP6NhAjIaJuQ/o2ECMhom5D+jYQIyGibkPx0mpcvHYeQ/HSaly8dh5D8dJqXLx2HkPx0mpcvHYeQ/HSaly8dh5D8dJqXLx2HkPx0mpcvHYeQ/HSaly8dh5D8dJqXLx2HkPx0mpcvHYeQ/HSaly8dh5D8dJqXLx2HkPx0mpcvHYeQ/HSaly8dh5D8dJqXLx2HkPx0mpcvHYeQ/HSaly8dh5D8dJqXLx2HkPx0mpcvHYeQ/HSaly8dh5D8dJqXLx2HkPx0mpcvHYeQ/HSaly8dh5D8dJqXLx2HkPx0mpcvHYeQ/HSaly8dh5D8dJqXLx2HkPx0mpcvHYeQ/58sBlm2+5D94KtF9pxLlP3gq0X2nEuU/eCrRfacS5T/2N5dnf3PlP/Y3l2d/c+U/9jeXZ39z5T/2N5dnf3PlP/Y3l2d/c+U/9jeXZ39z5T8Ir1uF8LrlPwivW4XwuuU/CK9bhfC65T8Ir1uF8LrlPwivW4XwuuU/CK9bhfC65T8Ir1uF8LrlPwivW4XwuuU/CK9bhfC65T8Ir1uF8LrlPwivW4XwuuU/CK9bhfC65T8Ir1uF8LrlPwivW4XwuuU/CK9bhfC65T8Ir1uF8LrlPwivW4XwuuU/kaQGfnEZ5j+RpAZ+cRnmP5GkBn5xGeY/kaQGfnEZ5j+RpAZ+cRnmP5GkBn5xGeY/kaQGfnEZ5j+RpAZ+cRnmP5GkBn5xGeY/kaQGfnEZ5j+RpAZ+cRnmP5GkBn5xGeY/kaQGfnEZ5j+RpAZ+cRnmP5GkBn5xGeY/kaQGfnEZ5j+RpAZ+cRnmP5GkBn5xGeY/kaQGfnEZ5j+RpAZ+cRnmP5GkBn5xGeY/kaQGfnEZ5j+RpAZ+cRnmP5GkBn5xGeY/kaQGfnEZ5j+RpAZ+cRnmP5GkBn5xGeY/kaQGfnEZ5j+RpAZ+cRnmP5GkBn5xGeY/kaQGfnEZ5j+RpAZ+cRnmP9AiRmcCLeY/0CJGZwIt5j/QIkZnAi3mP7AJQdn7muY/sAlB2fua5j8if/c56L7mP3zgFGGh5+Y/fOAUYaHn5j984BRhoefmP3zgFGGh5+Y/fOAUYaHn5j984BRhoefmP3zgFGGh5+Y/fOAUYaHn5j984BRhoefmP3zgFGGh5+Y/fOAUYaHn5j984BRhoefmP3zgFGGh5+Y/fOAUYaHn5j984BRhoefmP3zgFGGh5+Y/vNy5JqdU5z+83Lkmp1TnP7zcuSanVOc/vNy5JqdU5z+83Lkmp1TnP9RiGz8ttuc/1GIbPy225z/UYhs/LbbnP9RiGz8ttuc/1GIbPy225z/UYhs/LbbnP9RiGz8ttuc/1GIbPy225z/UYhs/LbbnP9RiGz8ttuc/1GIbPy225z/UYhs/LbbnP9RiGz8ttuc/5W1I3obk5z8AAAAAAADoP72G8hrKa+g/vYbyGspr6D90kdOQdXzoP3SR05B1fOg/dJHTkHV86D90kdOQdXzoP3SR05B1fOg/dJHTkHV86D90kdOQdXzoP3SR05B1fOg/dJHTkHV86D90kdOQdXzoP3SR05B1fOg/dJHTkHV86D90kdOQdXzoP3SR05B1fOg/dJHTkHV86D90kdOQdXzoP/vG4FMat+g/00kOLJ3k6D/TSQ4sneToP9NJDiyd5Og/00kOLJ3k6D/TSQ4sneToP9NJDiyd5Og/00kOLJ3k6D/TSQ4sneToP9NJDiyd5Og/00kOLJ3k6D/TSQ4sneToP9NJDiyd5Og/00kOLJ3k6D/TSQ4sneToP9NJDiyd5Og/00kOLJ3k6D/TSQ4sneToP9NJDiyd5Og/00kOLJ3k6D9q4BeXIUjpP2rgF5chSOk/auAXlyFI6T9q4BeXIUjpP2rgF5chSOk/auAXlyFI6T9q4BeXIUjpP2rgF5chSOk/auAXlyFI6T9q4BeXIUjpP2rgF5chSOk/auAXlyFI6T9q4BeXIUjpP2rgF5chSOk/auAXlyFI6T9q4BeXIUjpP2rgF5chSOk/W5oT85KE6T9bmhPzkoTpP1uaE/OShOk/Zu6neKPT6T9m7qd4o9PpP2bup3ij0+k/Zu6neKPT6T9m7qd4o9PpP2bup3ij0+k/Zu6neKPT6T9m7qd4o9PpP2bup3ij0+k/Zu6neKPT6T9m7qd4o9PpP2bup3ij0+k/Zu6neKPT6T+2LpiDpdjpP7YumIOl2Ok/ti6Yg6XY6T+2LpiDpdjpP7YumIOl2Ok/ti6Yg6XY6T+2LpiDpdjpP7YumIOl2Ok/ti6Yg6XY6T+2LpiDpdjpP7YumIOl2Ok/ti6Yg6XY6T+2LpiDpdjpP7YumIOl2Ok/ti6Yg6XY6T+2LpiDpdjpP7YumIOl2Ok/ti6Yg6XY6T+2LpiDpdjpP7YumIOl2Ok/ti6Yg6XY6T+2LpiDpdjpP7YumIOl2Ok/ti6Yg6XY6T+2LpiDpdjpP7YumIOl2Ok/ti6Yg6XY6T+2LpiDpdjpP7YumIOl2Ok/ti6Yg6XY6T+2LpiDpdjpP7YumIOl2Ok/ti6Yg6XY6T+2LpiDpdjpP7YumIOl2Ok/ti6Yg6XY6T+2LpiDpdjpP7YumIOl2Ok/ti6Yg6XY6T+2LpiDpdjpP7YumIOl2Ok/ti6Yg6XY6T+2LpiDpdjpP7YumIOl2Ok/ti6Yg6XY6T+2LpiDpdjpP7YumIOl2Ok/ti6Yg6XY6T+2LpiDpdjpP7YumIOl2Ok/ti6Yg6XY6T+2LpiDpdjpP7YumIOl2Ok/ti6Yg6XY6T+2LpiDpdjpP7YumIOl2Ok/ti6Yg6XY6T+2LpiDpdjpP7YumIOl2Ok/7vUCTOJY6j/u9QJM4ljqP+71AkziWOo/7vUCTOJY6j/u9QJM4ljqP+71AkziWOo/7vUCTOJY6j/u9QJM4ljqP+71AkziWOo/7vUCTOJY6j/u9QJM4ljqP+71AkziWOo/7vUCTOJY6j/u9QJM4ljqP+71AkziWOo/7vUCTOJY6j/u9QJM4ljqP+71AkziWOo/e5bURt3M6j97ltRG3czqP3uW1EbdzOo/e5bURt3M6j97ltRG3czqP3uW1EbdzOo/e5bURt3M6j97ltRG3czqP3uW1EbdzOo/e5bURt3M6j97ltRG3czqP3uW1EbdzOo/e5bURt3M6j97ltRG3czqP3uW1EbdzOo/e5bURt3M6j97ltRG3czqP3uW1EbdzOo/e5bURt3M6j97ltRG3czqP3uW1EbdzOo/e5bURt3M6j97ltRG3czqP3uW1EbdzOo/e5bURt3M6j97ltRG3czqP3uW1EbdzOo/e5bURt3M6j97ltRG3czqP3uW1EbdzOo/A+70Ryzg6j8D7vRHLODqPwPu9Ecs4Oo/A+70Ryzg6j8D7vRHLODqPwPu9Ecs4Oo/A+70Ryzg6j8or6G8hvLqPyivobyG8uo/KK+hvIby6j8or6G8hvLqPyivobyG8uo/KK+hvIby6j8or6G8hvLqPyivobyG8uo/KK+hvIby6j8or6G8hvLqPyivobyG8uo/KK+hvIby6j8or6G8hvLqP9Ay3GQKLes/0DLcZAot6z/QMtxkCi3rP9Ay3GQKLes/0DLcZAot6z/QMtxkCi3rP9Ay3GQKLes/0DLcZAot6z/QMtxkCi3rP9Ay3GQKLes/0DLcZAot6z/QMtxkCi3rP9Ay3GQKLes/0DLcZAot6z/QMtxkCi3rP9Ay3GQKLes/0DLcZAot6z/QMtxkCi3rP9Ay3GQKLes/0DLcZAot6z/QMtxkCi3rP9Ay3GQKLes/0DLcZAot6z/QMtxkCi3rP7w4Dx3Di+s/vDgPHcOL6z+8OA8dw4vrP7w4Dx3Di+s/R7XlKmnU6z9HteUqadTrP0e15Spp1Os/R7XlKmnU6z9HteUqadTrP0e15Spp1Os/R7XlKmnU6z9HteUqadTrP0e15Spp1Os/R7XlKmnU6z9HteUqadTrP0e15Spp1Os/R7XlKmnU6z9HteUqadTrP0e15Spp1Os/jNC9CN0L7D+M0L0I3QvsP4zQvQjdC+w/jNC9CN0L7D+M0L0I3QvsP4zQvQjdC+w/jNC9CN0L7D+M0L0I3QvsP4zQvQjdC+w/jNC9CN0L7D+M0L0I3QvsP4zQvQjdC+w/jNC9CN0L7D+M0L0I3QvsP4zQvQjdC+w/jNC9CN0L7D+M0L0I3QvsP4zQvQjdC+w/jNC9CN0L7D+M0L0I3QvsP4zQvQjdC+w/jNC9CN0L7D+M0L0I3QvsP4zQvQjdC+w/jNC9CN0L7D+M0L0I3QvsP4zQvQjdC+w/jNC9CN0L7D+M0L0I3QvsP4zQvQjdC+w/jNC9CN0L7D+M0L0I3QvsP4zQvQjdC+w/jNC9CN0L7D+M0L0I3QvsP4zQvQjdC+w/jNC9CN0L7D/1HopU7yHsP/UeilTvIew/9R6KVO8h7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S4T+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\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[502]}},\"selected\":{\"id\":\"14896\"},\"selection_policy\":{\"id\":\"14895\"}},\"id\":\"14704\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"14704\"},\"glyph\":{\"id\":\"14705\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"14707\"},\"nonselection_glyph\":{\"id\":\"14706\"},\"view\":{\"id\":\"14709\"}},\"id\":\"14708\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"14704\"}},\"id\":\"14709\",\"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\":\"14711\",\"type\":\"Patch\"}],\"root_ids\":[\"14925\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n",
+              "  const render_items = [{\"docid\":\"26164fee-2ee3-4e41-8e90-b564bc095558\",\"root_ids\":[\"14925\"],\"roots\":{\"14925\":\"202a32e5-9858-4369-a2ae-18631c29604e\"}}];\n",
               "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
               "  }\n",
               "  if (root.Bokeh !== undefined) {\n",
@@ -1984,7 +1984,7 @@
           },
           "metadata": {
             "application/vnd.bokehjs_exec.v0+json": {
-              "id": "8713"
+              "id": "14925"
             }
           }
         }
@@ -2016,13 +2016,13 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 19,
+      "execution_count": 29,
       "metadata": {
         "colab": {
           "base_uri": "https://localhost:8080/"
         },
         "id": "HyH9AwWjpWvc",
-        "outputId": "2ffbf0fe-75c7-431a-9761-0e9350234b3b"
+        "outputId": "e7a67782-66ee-4be4-a999-c0d43129dca9"
       },
       "outputs": [
         {
@@ -2041,13 +2041,13 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 20,
+      "execution_count": 30,
       "metadata": {
         "colab": {
           "base_uri": "https://localhost:8080/"
         },
         "id": "f-_OngxlpWvd",
-        "outputId": "57425384-b586-4d30-b252-aaea41b747fd"
+        "outputId": "1bd2824d-f990-437e-922a-d070a3038bff"
       },
       "outputs": [
         {
@@ -2064,7 +2064,7 @@
       "source": [
         "coefficients = model.model.coef_\n",
         "top_features = abs(coefficients[0])\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",