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 @@
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+ "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n",
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- "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n",
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- "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",
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- "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",
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+ "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",
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- " Uninstalling scikit-learn-0.20.3:\n",
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- "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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"plt.xscale('log')\n",
+ "plt.legend()\n",
+ "\n",
+ "plt.grid(b=True, which='minor', color='lightgrey', linestyle='--')\n",
"\n",
"fig.suptitle('Calibration plot for MQ-2 data')\n",
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"plt.savefig('MQ2.png')\n",
"plt.savefig('MQ2.eps', format = 'eps', dpi = 1200)"
]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
}
],
"metadata": {
diff --git a/Experiments/MQ2.eps b/Experiments/MQ2.eps
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diff --git a/Experiments/MQ2_Regression.ipynb b/Experiments/MQ2_Regression.ipynb
index 3196ea0..15730f6 100644
--- a/Experiments/MQ2_Regression.ipynb
+++ b/Experiments/MQ2_Regression.ipynb
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"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",
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"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",
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+ "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",
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- " \r\n",
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+ " \r\n",
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+ " \r\n",
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+ " \r\n",
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+ " \r\n",
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+ " \r\n",
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+ "\" id=\"m7353940d72\" style=\"stroke:#8c564b;\"/>\r\n",
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- " \r\n",
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+ " \r\n",
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+ " \r\n",
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+ " \r\n",
+ " \r\n",
+ " \r\n",
+ " \r\n",
+ " \r\n",
+ " \r\n",
+ " \r\n",
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" \r\n",
" \r\n",
@@ -1554,7 +1547,7 @@
" \r\n",
" \r\n",
" \r\n",
- " \r\n",
+ " \r\n",
" \r\n",
" \r\n",
" \r\n",
@@ -1587,7 +1580,7 @@
" \r\n",
" \r\n",
" \r\n",
- " \r\n",
+ " \r\n",
" \r\n",
" \r\n",
" \r\n",
@@ -1640,7 +1633,7 @@
" \r\n",
" \r\n",
" \r\n",
- " \r\n",
+ " \r\n",
" \r\n",
" \r\n",
" \r\n",
@@ -1677,7 +1670,7 @@
" \r\n",
" \r\n",
" \r\n",
- " \r\n",
+ " \r\n",
" \r\n",
" \r\n",
" \r\n",
@@ -1717,7 +1710,7 @@
" \r\n",
" \r\n",
" \r\n",
- " \r\n",
+ " \r\n",
" \r\n",
" \r\n",
" \r\n",
@@ -1780,7 +1773,7 @@
" \r\n",
" \r\n",
" \r\n",
- " \r\n",
+ " \r\n",
" \r\n",
" \r\n",
" \r\n",
@@ -1967,7 +1960,7 @@
" \r\n",
" \r\n",
" \r\n",
- " \r\n",
+ " \r\n",
" \r\n",
" \r\n",
" \r\n",