Expand description
Extended Preprocessing - RobustScaler, MaxAbsScaler, OrdinalEncoder, etc.
Structs§
- Binarizer
- Binarizer - threshold features to binary values
- KBins
Discretizer - KBins Discretizer - bins continuous features into discrete intervals
- MaxAbs
Scaler - MaxAbs Scaler - scales by maximum absolute value
- Ordinal
Encoder - Ordinal Encoder - encodes categorical features as integers
- Robust
Scaler - Robust Scaler - scales using statistics robust to outliers Uses median and IQR instead of mean and std
- Target
Encoder - Target Encoder - encodes categorical features using target statistics