Preprocessing#
Examples concerning the sklearn.preprocessing
module.
Compare the effect of different scalers on data with outliers
Compare the effect of different scalers on data with outliers
Comparing Target Encoder with Other Encoders
Comparing Target Encoder with Other Encoders
Demonstrating the different strategies of KBinsDiscretizer
Demonstrating the different strategies of KBinsDiscretizer
Feature discretization
Importance of Feature Scaling
Map data to a normal distribution
Map data to a normal distribution
Target Encoder’s Internal Cross fitting
Target Encoder's Internal Cross fitting
Using KBinsDiscretizer to discretize continuous features
Using KBinsDiscretizer to discretize continuous features