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aniruddha27/House_Price_15.py

Created March 16, 2020 09:55
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House_Price_15.py
# Ordinal features
for i in ['GarageCond','GarageQual']:
train[i].replace(['Ex','Gd','TA','Fa','Po',np.nan],[5,4,3,2,1,0],inplace=True)
# Nominal features
for i in ['GarageFinish','GarageType']:
train[i].fillna('None',inplace=True)
# Numerical features
for i in ['GarageYrBlt','GarageCars','GarageArea']:
train[i].fillna(0,inplace=True)
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