Preprocess :u'device.mobileDeviceBranding', u'device.mobileDeviceInfo', u'device.mobileDeviceMarketingName', u'device.mobileDeviceModel', u'device.mobileInputSelector',

[wesleytian]

Preprocess the following features:

u'device.mobileDeviceBranding',
u'device.mobileDeviceInfo',
u'device.mobileDeviceMarketingName',
u'device.mobileDeviceModel',
u'device.mobileInputSelector',

1. Standardization: http://scikit-learn.org/stable/modules/preprocessing.html#standardization-or-mean-removal-and-variance-scaling

2. Impute missing values: http://scikit-learn.org/stable/modules/impute.html

3. Normalization: http://scikit-learn.org/stable/modules/preprocessing.html#normalization

4. Encode categorical features (optional): http://scikit-learn.org/stable/modules/preprocessing.html#encoding-categorical-features

5. Discretization (optional): http://scikit-learn.org/stable/modules/preprocessing.html#discretization

http://scikit-learn.org/stable/modules/preprocessing.html

[nikunj3107]

These fields are not present in the data set.