Expand description
Cross-Validation Utilities for Preprocessing
Provides cross-validation support for preprocessing parameter tuning, including grid search and random search for optimal preprocessing parameters.
Structs§
- CVScore
- Cross-validation score result
- Information
Preservation Metric - Information preservation metric (measures mutual information preservation)
- KFold
- K-Fold cross-validation splitter
- Parameter
Distribution - Random search parameter specification
- Parameter
Grid - Grid search parameter specification
- StratifiedK
Fold - Stratified K-Fold cross-validation splitter
- Variance
Preservation Metric - Variance preservation metric
Traits§
- Preprocessing
Metric - Evaluation metric for preprocessing quality