diff --git a/Experiments/MQ2_Regression.ipynb b/Experiments/MQ2_Regression.ipynb
index 15730f6..5c410c7 100644
--- a/Experiments/MQ2_Regression.ipynb
+++ b/Experiments/MQ2_Regression.ipynb
@@ -2,33 +2,9 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 68,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "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: 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) (0.21.2)\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",
-      "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"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "!pip install pandas\n",
     "!pip install xlrd\n",
@@ -38,7 +14,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 69,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -60,7 +36,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 70,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [
     {
@@ -98,7 +74,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 71,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -113,7 +89,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 72,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -124,7 +100,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 73,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -138,7 +114,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 74,
+   "execution_count": 6,
    "metadata": {
     "scrolled": false
    },
@@ -186,7 +162,7 @@
   },
   {
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-   "execution_count": 75,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -205,7 +181,7 @@
   },
   {
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-   "execution_count": 76,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
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@@ -224,7 +200,7 @@
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-   "execution_count": 77,
+   "execution_count": 9,
    "metadata": {},
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@@ -243,7 +219,7 @@
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-   "execution_count": 78,
+   "execution_count": 10,
    "metadata": {},
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@@ -262,7 +238,7 @@
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-   "execution_count": 79,
+   "execution_count": 11,
    "metadata": {},
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@@ -281,7 +257,7 @@
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-   "execution_count": 80,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -300,7 +276,7 @@
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   {
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-   "execution_count": 81,
+   "execution_count": 13,
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