diff --git a/Experiments/.ipynb_checkpoints/MQ2_Regression-checkpoint.ipynb b/Experiments/.ipynb_checkpoints/MQ2_Regression-checkpoint.ipynb
index 3af3c60..15730f6 100644
--- a/Experiments/.ipynb_checkpoints/MQ2_Regression-checkpoint.ipynb
+++ b/Experiments/.ipynb_checkpoints/MQ2_Regression-checkpoint.ipynb
@@ -2,7 +2,7 @@
"cells": [
{
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+ "execution_count": 68,
"metadata": {},
"outputs": [
{
@@ -10,29 +10,22 @@
"output_type": "stream",
"text": [
"Requirement already satisfied: pandas in c:\\programdata\\anaconda3\\lib\\site-packages (0.24.2)\n",
+ "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n",
"Requirement already satisfied: numpy>=1.12.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (1.16.2)\n",
"Requirement already satisfied: pytz>=2011k in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2018.9)\n",
- "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n",
"Requirement already satisfied: six>=1.5 in c:\\programdata\\anaconda3\\lib\\site-packages (from python-dateutil>=2.5.0->pandas) (1.12.0)\n",
"Requirement already satisfied: xlrd in c:\\programdata\\anaconda3\\lib\\site-packages (1.2.0)\n",
"Requirement already satisfied: sklearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n",
- "Requirement already satisfied: scikit-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from sklearn) (0.20.3)\n",
- "Requirement already satisfied: scipy>=0.13.3 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.2.1)\n",
- "Requirement already satisfied: numpy>=1.8.2 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.16.2)\n",
- "Collecting imblearn\n",
- " Using cached https://files.pythonhosted.org/packages/81/a7/4179e6ebfd654bd0eac0b9c06125b8b4c96a9d0a8ff9e9507eb2a26d2d7e/imblearn-0.0-py2.py3-none-any.whl\n",
- "Collecting imbalanced-learn (from imblearn)\n",
- " Using cached https://files.pythonhosted.org/packages/e6/62/08c14224a7e242df2cef7b312d2ef821c3931ec9b015ff93bb52ec8a10a3/imbalanced_learn-0.5.0-py3-none-any.whl\n",
- "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.13.2)\n",
- "Requirement already satisfied: numpy>=1.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.16.2)\n",
- "Collecting scikit-learn>=0.21 (from imbalanced-learn->imblearn)\n",
- " Using cached https://files.pythonhosted.org/packages/75/14/fde90de4fc6722303ddbc183ec253c288dae8c7e4eb5a069ac49f14c9a0f/scikit_learn-0.21.2-cp37-cp37m-win_amd64.whl\n",
+ "Requirement already satisfied: scikit-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from sklearn) (0.21.2)\n",
+ "Requirement already satisfied: numpy>=1.11.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.16.2)\n",
+ "Requirement already satisfied: scipy>=0.17.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.2.1)\n",
+ "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (0.13.2)\n",
+ "Requirement already satisfied: imblearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n",
+ "Requirement already satisfied: imbalanced-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from imblearn) (0.5.0)\n",
"Requirement already satisfied: scipy>=0.17 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.2.1)\n",
- "Installing collected packages: scikit-learn, imbalanced-learn, imblearn\n",
- " Found existing installation: scikit-learn 0.20.3\n",
- " Uninstalling scikit-learn-0.20.3:\n",
- " Successfully uninstalled scikit-learn-0.20.3\n",
- "Successfully installed imbalanced-learn-0.5.0 imblearn-0.0 scikit-learn-0.21.2\n"
+ "Requirement already satisfied: numpy>=1.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.16.2)\n",
+ "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.13.2)\n",
+ "Requirement already satisfied: scikit-learn>=0.21 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.21.2)\n"
]
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@@ -45,7 +38,7 @@
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+ "execution_count": 69,
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@@ -67,7 +60,7 @@
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@@ -105,7 +98,7 @@
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@@ -120,7 +113,7 @@
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+ "execution_count": 72,
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@@ -131,7 +124,7 @@
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+ "execution_count": 73,
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@@ -145,7 +138,7 @@
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@@ -193,7 +186,7 @@
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+ "execution_count": 75,
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@@ -212,7 +205,7 @@
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{
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- "execution_count": 42,
+ "execution_count": 76,
"metadata": {},
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@@ -231,7 +224,7 @@
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+ "execution_count": 77,
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@@ -250,7 +243,7 @@
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+ "execution_count": 78,
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@@ -269,7 +262,7 @@
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- "execution_count": 46,
+ "execution_count": 79,
"metadata": {},
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"source": [
@@ -288,7 +281,7 @@
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{
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- "execution_count": 59,
+ "execution_count": 80,
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@@ -307,7 +300,7 @@
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- "execution_count": 62,
+ "execution_count": 81,
"metadata": {},
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@@ -347,10 +340,10 @@
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@@ -415,7 +408,7 @@
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