skcriteria.preprocessing._preprocessing_base
module¶
Core functionalities to create transformers.
- class skcriteria.preprocessing._preprocessing_base.SKCTransformerABC[source]¶
Bases:
SKCMethodABC
Abstract class for all transformer in scikit-criteria.
- class skcriteria.preprocessing._preprocessing_base.SKCMatrixAndWeightTransformerABC(target)[source]¶
Bases:
SKCTransformerABC
Transform weights and matrix together or independently.
The Transformer that implements this abstract class can be configured to transform weights, matrix or both so only that part of the DecisionMatrix is altered.
This abstract class require to redefine
_transform_weights
and_transform_matrix
, instead of_transform_data
.- property target¶
Determine which part of the DecisionMatrix will be transformed.