Module model_selection

Module model_selection 

Source
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§

CrossValidationResult
Results from cross-validation.
GridSearchResult
Grid search result containing best parameters and score.
KFold
K-Fold cross-validator.
StratifiedKFold
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