Expand description
Model selection utilities for cross-validation and train/test splitting.
This module provides tools for:
- Train/test splitting
- K-Fold cross-validation
- Cross-validation with multiple metrics
Structs§
- Cross
Validation Result - Results from cross-validation.
- Grid
Search Result - Grid search result containing best parameters and score.
- KFold
- K-Fold cross-validator.
- StratifiedK
Fold - Stratified K-Fold cross-validator.
Functions§
- cross_
validate - Run cross-validation on an estimator.
- grid_
search_ alpha - Performs grid search over alpha parameter for regularized linear models.
- train_
test_ split