Finalizing Report
@ -2,7 +2,7 @@
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"cells": [
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"cells": [
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{
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{
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"cell_type": "code",
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"cell_type": "code",
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"execution_count": 139,
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"execution_count": 190,
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"metadata": {},
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"metadata": {},
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"outputs": [],
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"outputs": [],
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"source": [
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"source": [
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@ -19,15 +19,12 @@
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"import pandas as pd\n",
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"import pandas as pd\n",
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"from sklearn.linear_model import LogisticRegression, LogisticRegressionCV\n",
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"from sklearn.linear_model import LogisticRegression, LogisticRegressionCV\n",
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||||||
"from sklearn.linear_model import LinearRegression, Lasso, Ridge, LassoCV, BayesianRidge\n",
|
"from sklearn.linear_model import LinearRegression, Lasso, Ridge, LassoCV, BayesianRidge\n",
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||||||
"from dmba import backward_elimination, forward_selection, stepwise_selection\n",
|
"from dmba import stepwise_selection\n",
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||||||
"from dmba import regressionSummary, exhaustive_search\n",
|
"from dmba import regressionSummary\n",
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||||||
"from sklearn.model_selection import train_test_split\n",
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"from sklearn.model_selection import train_test_split\n",
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||||||
"import statsmodels.api as sm\n",
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"import statsmodels.api as sm\n",
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||||||
"from mord import LogisticIT\n",
|
|
||||||
"from pandas.plotting import scatter_matrix\n",
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"from pandas.plotting import scatter_matrix\n",
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||||||
"import matplotlib.pylab as plt\n",
|
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||||||
"import seaborn as sns\n",
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"import seaborn as sns\n",
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||||||
"from dmba import classificationSummary, gainsChart, liftChart\n",
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|
||||||
"from dmba.metric import AIC_score"
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"from dmba.metric import AIC_score"
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||||||
]
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]
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||||||
},
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},
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@ -53,7 +50,7 @@
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},
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},
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{
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{
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||||||
"cell_type": "code",
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"cell_type": "code",
|
||||||
"execution_count": 11,
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"execution_count": 191,
|
||||||
"metadata": {},
|
"metadata": {},
|
||||||
"outputs": [
|
"outputs": [
|
||||||
{
|
{
|
||||||
|
|||||||
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Schrick-Noah_Learning-Practice-6.odt
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Schrick-Noah_Learning-Practice-6.pdf
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