diff --git a/PCLR/PCLR_MTBLS92.xlsx b/PCLR/PCLR_MTBLS92.xlsx index 1f4f92a52f04ba7530b84f8eaefaccde9a6c6b52..f2b78d5a11ae80cd58bdd10b1062c58430966519 100644 Binary files a/PCLR/PCLR_MTBLS92.xlsx and b/PCLR/PCLR_MTBLS92.xlsx differ diff --git a/PCLR/PCLR_MTBLS92_Working_Copy.ipynb b/PCLR/PCLR_MTBLS92_Working_Copy.ipynb index b6b30ef37413c6bbee22b31b6490cff29cd64faf..7d135e097e7b583aaa101140bb5cbf541949d257 100644 --- a/PCLR/PCLR_MTBLS92_Working_Copy.ipynb +++ b/PCLR/PCLR_MTBLS92_Working_Copy.ipynb @@ -109,9 +109,9 @@ "base_uri": "https://localhost:8080/" }, "id": "Q8bbG2ilcY1z", - "outputId": "209ee4f3-af7b-4c6a-a6fb-7d90bfb0123b" + "outputId": "2c22f1c6-730a-4919-cc3f-81d3ea0d9c8a" }, - "execution_count": 17, + "execution_count": 1, "outputs": [ { "output_type": "stream", @@ -119,8 +119,9 @@ "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", - " Using cached https://github.com/KevinMMendez/cimcb/archive/master.zip\n", - " Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n", + " Downloading https://github.com/KevinMMendez/cimcb/archive/master.zip\n", + "\u001b[2K \u001b[32m\\\u001b[0m \u001b[32m486.2 kB\u001b[0m \u001b[31m8.4 MB/s\u001b[0m \u001b[33m0:00:00\u001b[0m\n", + "\u001b[?25h Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n", "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", @@ -128,35 +129,48 @@ "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", - "Requirement already satisfied: theano in /usr/local/lib/python3.10/dist-packages (from cimcb==2.1.0) (1.0.5)\n", + "Collecting theano\n", + " Downloading Theano-1.0.5.tar.gz (2.8 MB)\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m2.8/2.8 MB\u001b[0m \u001b[31m34.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[?25h Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n", "Requirement already satisfied: 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: 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: 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: 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: 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" + "Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/dist-packages (from Jinja2>=2.9->bokeh>=1.0.0->cimcb==2.1.0) (2.1.2)\n", + "Building wheels for collected packages: cimcb, theano\n", + " Building wheel for cimcb (setup.py) ... \u001b[?25l\u001b[?25hdone\n", + " Created wheel for cimcb: filename=cimcb-2.1.0-py3-none-any.whl size=166785 sha256=bccbd41551001eb878ba584f333c1d05b467e2ea145be2b8b02622052edd396e\n", + " Stored in directory: /tmp/pip-ephem-wheel-cache-am7fem44/wheels/7b/86/72/e33231802da24f264f585c8e6cc4c045a6fc4a903b09cec5c2\n", + " Building wheel for theano (setup.py) ... \u001b[?25l\u001b[?25hdone\n", + " Created wheel for theano: filename=Theano-1.0.5-py3-none-any.whl size=2668109 sha256=c8097f2c431f446d237d345296056404f9be2e254e7485c6f35007ebe6242b6d\n", + " Stored in directory: /root/.cache/pip/wheels/d9/e6/7d/2267d21a99e4ab8276f976f293b4ff23f50c9d809f4a216ebb\n", + "Successfully built cimcb theano\n", + "Installing collected packages: theano, cimcb\n", + "Successfully installed cimcb-2.1.0 theano-1.0.5\n" ] } ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 2, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "pCvJAlPlJ7mY", - "outputId": "df78b999-5f03-4312-e112-70da8038a679" + "outputId": "75366a1c-b7c4-426e-dbf7-631918c813e7" }, "outputs": [ { @@ -197,9 +211,9 @@ "base_uri": "https://localhost:8080/" }, "id": "ZZxe_zfSMjZj", - "outputId": "075d647c-4b15-4ba7-a2b1-8bf1a8b1bd63" + "outputId": "35066752-cda5-4301-ca3d-d1754f71a795" }, - "execution_count": 19, + "execution_count": 3, "outputs": [ { "output_type": "stream", @@ -258,9 +272,9 @@ "base_uri": "https://localhost:8080/" }, "id": "RbhbBSbZMyu2", - "outputId": "f84037fb-da96-4f7d-9e98-af84adc447ee" + "outputId": "6c9ee0d4-2213-47ac-875b-990db450a257" }, - "execution_count": 20, + "execution_count": 4, "outputs": [ { "output_type": "stream", @@ -305,9 +319,9 @@ "height": 1000 }, "id": "b2KMcXf9M-M0", - "outputId": 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Application\",\"version\":\"2.4.3\"}};\n", + " const render_items = [{\"docid\":\"ab252346-2fcd-4587-99cf-97f2bb913067\",\"root_ids\":[\"1585\"],\"roots\":{\"1585\":\"add89290-c40d-4f13-8189-0957ed689ac3\"}}];\n", " root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", " }\n", " if (root.Bokeh !== undefined) {\n", @@ -948,7 +746,7 @@ }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { - "id": "5485" + "id": "1585" } } } @@ -986,9 +784,9 @@ "height": 823 }, "id": "HAwOKGMANDPp", - "outputId": "d28624e5-1adb-498f-aa94-987f15bc9634" + "outputId": "54d3ed67-73e1-4f37-d612-00f214a78c71" }, - "execution_count": 22, + "execution_count": 6, "outputs": [ { "output_type": "stream", @@ -1307,7 +1105,7 @@ "data": { "text/html": [ "\n", - " <div class=\"bk-root\" id=\"3e748c29-971f-4a86-9b10-4f206757081b\" data-root-id=\"6299\"></div>\n" + " <div class=\"bk-root\" id=\"2180ac60-8ba8-4fec-b998-791459a1d291\" data-root-id=\"2155\"></div>\n" ] }, "metadata": {} @@ -1318,8 +1116,8 @@ "application/javascript": [ "(function(root) {\n", " function embed_document(root) {\n", - " const docs_json = 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Score\",\"axis_label_text_font_size\":\"10pt\",\"coordinates\":null,\"formatter\":{\"id\":\"6104\"},\"group\":null,\"major_label_policy\":{\"id\":\"6105\"},\"ticker\":{\"id\":\"6043\"}},\"id\":\"6042\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"5952\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"6108\",\"type\":\"AllLabels\"},{\"attributes\":{\"axis\":{\"id\":\"6042\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"6045\",\"type\":\"Grid\"},{\"attributes\":{\"coordinates\":null,\"group\":null},\"id\":\"5941\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"6043\",\"type\":\"BasicTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"5979\"},\"glyph\":{\"id\":\"5981\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"5983\"},\"nonselection_glyph\":{\"id\":\"5982\"},\"view\":{\"id\":\"5985\"}},\"id\":\"5984\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"6049\",\"type\":\"SaveTool\"},{\"attributes\":{\"editor\":{\"id\":\"6631\"},\"field\":\"manw_pval\",\"formatter\":{\"id\":\"6630\"},\"title\":\"ManW 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er\",\"@lower{1.11}\"]]},\"id\":\"2002\",\"type\":\"HoverTool\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1835\"},\"glyph\":{\"id\":\"1837\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1839\"},\"nonselection_glyph\":{\"id\":\"1838\"},\"view\":{\"id\":\"1841\"}},\"id\":\"1840\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"2092\"}},\"id\":\"2095\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_color\":{\"value\":\"#1f77b4\"},\"height\":{\"value\":0.001},\"width\":{\"value\":0.05},\"x\":{\"field\":\"group_name\"},\"y\":{\"field\":\"lower\"}},\"id\":\"1985\",\"type\":\"Rect\"},{\"attributes\":{\"children\":[{\"id\":\"2093\"}],\"height\":95,\"width\":950},\"id\":\"2096\",\"type\":\"WidgetBox\"},{\"attributes\":{\"source\":{\"id\":\"1882\"}},\"id\":\"1983\",\"type\":\"CDSView\"},{\"attributes\":{\"label\":{\"value\":\"Train\"},\"renderers\":[{\"id\":\"1840\"}]},\"id\":\"1855\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"2129\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"tools\":[{\"id\":\"1902\"},{\"id\":\"1903\"},{\"id\":\"1904\"},{\"id\":\"1905\"},{\"id\":\"1906\"},{\"id\":\"1907\"},{\"id\":\"2002\"},{\"id\":\"2004\"}]},\"id\":\"1909\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"1816\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"callback\":null,\"renderers\":[{\"id\":\"1863\"}],\"tooltips\":[[\"Specificity\",\"@spec{1.111}\"],[\"Sensitivity\",\"@y{1.111}\"]]},\"id\":\"1880\",\"type\":\"HoverTool\"},{\"attributes\":{\"source\":{\"id\":\"1882\"}},\"id\":\"1989\",\"type\":\"CDSView\"},{\"attributes\":{\"below\":[{\"id\":\"1807\"}],\"center\":[{\"id\":\"1810\"},{\"id\":\"1814\"},{\"id\":\"1854\"}],\"height\":315,\"left\":[{\"id\":\"1811\"}],\"renderers\":[{\"id\":\"1833\"},{\"id\":\"1840\"},{\"id\":\"1863\"}],\"title\":{\"id\":\"1797\"},\"toolbar\":{\"id\":\"1822\"},\"toolbar_location\":null,\"width\":320,\"x_range\":{\"id\":\"1799\"},\"x_scale\":{\"id\":\"1803\"},\"y_range\":{\"id\":\"1801\"},\"y_scale\":{\"id\":\"1805\"}},\"id\":\"1796\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"hatch_alpha\":{\"value\":0.1},\"height\":{\"value\":0.001},\"line_alpha\":{\"value\":0.1},\"width\":{\"value\":0.05},\"x\":{\"field\":\"group_name\"},\"y\":{\"field\":\"upper\"}},\"id\":\"1992\",\"type\":\"Rect\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1882\"},\"glyph\":{\"id\":\"1985\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1987\"},\"nonselection_glyph\":{\"id\":\"1986\"},\"view\":{\"id\":\"1989\"}},\"id\":\"1988\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"toolbar\":{\"id\":\"2151\"},\"toolbar_location\":\"above\"},\"id\":\"2152\",\"type\":\"ToolbarBox\"},{\"attributes\":{\"fill_color\":{\"value\":\"#1f77b4\"},\"height\":{\"value\":0.001},\"width\":{\"value\":0.05},\"x\":{\"field\":\"group_name\"},\"y\":{\"field\":\"upper\"}},\"id\":\"1991\",\"type\":\"Rect\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1882\"},\"glyph\":{\"id\":\"1991\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1993\"},\"nonselection_glyph\":{\"id\":\"1992\"},\"view\":{\"id\":\"1995\"}},\"id\":\"1994\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1803\",\"type\":\"LinearScale\"},{\"attributes\":{\"source\":{\"id\":\"1882\"}},\"id\":\"1995\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1808\",\"type\":\"BasicTicker\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"red\"},\"hatch_alpha\":{\"value\":0.1},\"hatch_color\":{\"value\":\"red\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"red\"},\"x\":{\"field\":\"outx\"},\"y\":{\"field\":\"outy\"}},\"id\":\"1998\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"#1f77b4\"},\"hatch_alpha\":{\"value\":0.2},\"height\":{\"value\":0.001},\"line_alpha\":{\"value\":0.2},\"width\":{\"value\":0.05},\"x\":{\"field\":\"group_name\"},\"y\":{\"field\":\"upper\"}},\"id\":\"1993\",\"type\":\"Rect\"},{\"attributes\":{},\"id\":\"1969\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"children\":[{\"id\":\"2152\"},{\"id\":\"2150\"}]},\"id\":\"2153\",\"type\":\"Column\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.4},\"fill_color\":{\"value\":\"red\"},\"hatch_color\":{\"value\":\"red\"},\"line_color\":{\"value\":\"red\"},\"x\":{\"field\":\"outx\"},\"y\":{\"field\":\"outy\"}},\"id\":\"1997\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1883\"}},\"id\":\"2001\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1820\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"1970\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2047\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"KgnAL7g3DECVCI1cpEIMQBiG9cqGTgxADl9/mC9bDED4Pd92YGgMQNPw0anOdQxAl5MtEyaDDEBiA+geDZAMQPrHekopnAxAeP989COnDEBrhzscr7AMQK/Oxb2JuAxArTQehIO+DEA45Zyef8IMQH93+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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1002]},\"uppci\":{\"__ndarray__\":\"AAAAAAAAAACkiUodZ3XZP6SJSh1nddk/pIlKHWd12T+kiUodZ3XZP6SJSh1nddk/pIlKHWd12T+kiUodZ3XZP6SJSh1nddk/pIlKHWd12T+kiUodZ3XZP6SJSh1nddk/pIlKHWd12T+kiUodZ3XZP6SJSh1nddk/pIlKHWd12T+kiUodZ3XZP6SJSh1nddk/pIlKHWd12T+kiUodZ3XZP6SJSh1nddk/pIlKHWd12T+kiUodZ3XZP6SJSh1nddk/pIlKHWd12T+kiUodZ3XZP6SJSh1nddk/pIlKHWd12T+BPmSyr07aPwUPKBm18OA/fu3g7Ad74T9+7eDsB3vhP37t4OwHe+E/fu3g7Ad74T9+7eDsB3vhP37t4OwHe+E/fu3g7Ad74T9+7eDsB3vhP37t4OwHe+E/fu3g7Ad74T9+7eDsB3vhP37t4OwHe+E/fu3g7Ad74T9+7eDsB3vhP37t4OwHe+E/fu3g7Ad74T9+7eDsB3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{\"attributes\":{\"axis\":{\"id\":\"6977\"},\"coordinates\":null,\"group\":null,\"ticker\":null,\"visible\":false},\"id\":\"6979\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"7048\",\"type\":\"Selection\"}],\"root_ids\":[\"7379\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n", - " const render_items = [{\"docid\":\"a4cfc286-ae9b-4f93-afcd-9d900d9485b9\",\"root_ids\":[\"7379\"],\"roots\":{\"7379\":\"fbb1d0ce-fafb-45b1-846d-ef8d5ba4d37b\"}}];\n", + " const docs_json = {\"13ab8588-98c9-4dc7-85b0-0aefb17628f3\":{\"defs\":[],\"roots\":{\"references\":[{\"attributes\":{\"children\":[{\"id\":\"2989\"},{\"id\":\"2990\"}]},\"id\":\"2991\",\"type\":\"Column\"},{\"attributes\":{\"data\":{\"color\":[\"#FFCCCC\",\"#CCE5FF\",\"#FFCCCC\",\"#CCE5FF\"],\"group_name\":[\"IB (0)\",\"IB (1)\",\"OOB (0)\",\"OOB 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Application\",\"version\":\"2.4.3\"}};\n", + " const render_items = [{\"docid\":\"13ab8588-98c9-4dc7-85b0-0aefb17628f3\",\"root_ids\":[\"2991\"],\"roots\":{\"2991\":\"394e6f94-af8b-4310-93da-088b02f1df00\"}}];\n", " root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", " }\n", " if (root.Bokeh !== undefined) {\n", @@ -1789,7 +1563,7 @@ }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { - "id": "7379" + "id": "2991" } } } @@ -1816,9 +1590,9 @@ "base_uri": "https://localhost:8080/" }, "id": "0pwdO2SgNPrq", - "outputId": "b2b1e046-351a-446b-970e-d1b5dc3fb774" + "outputId": "fdc64d15-81f8-4e76-e0c4-f37b39c3934c" }, - "execution_count": 25, + "execution_count": 8, "outputs": [ { "output_type": "stream", @@ -1828,6 +1602,185 @@ ] } ] + }, + { + "cell_type": "code", + "source": [ + "coef = model.model.coef_\n", + "important_feat = abs(coef)\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" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 206 + }, + "id": "KtMTPUQelblb", + "outputId": "555d795d-4803-4329-c4e2-83cf2b4dca03" + }, + "execution_count": 9, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " Idx Name Label\n", + "6 6 M6 LysoPC(18:0)\n", + "42 42 M42 PC(38:2e)\n", + "8 8 M8 LysoPC(18:2)\n", + "16 16 M16 PC(32:0)\n", + "53 53 M53 PC(40:4e)" + ], + "text/html": [ + "\n", + " <div id=\"df-79be1546-9158-4080-a131-8d218476c06e\">\n", + " <div class=\"colab-df-container\">\n", + " <div>\n", + "<style scoped>\n", + " .dataframe tbody tr th:only-of-type {\n", + " vertical-align: middle;\n", + " }\n", + "\n", + " .dataframe tbody tr th {\n", + " vertical-align: top;\n", + " }\n", + "\n", + " 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