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ShrashtiSinghal/Scalecolumns.py

Created August 6, 2020 17:46
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Scalecolumns.py
#Scale all the attributes except RAD, CHAS, ZN
from sklearn import preprocessing
min_max_scaler = preprocessing.MinMaxScaler()
header_new = ['CRIM', 'INDUS', 'NOX', 'RM', 'AGE','DIS','TAX', 'PTRATIO','B','LSTAT']
x = data.loc[:,header_new]
y = data['MEDV']
x = pd.DataFrame(data=min_max_scaler.fit_transform(x), columns=header_new)
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