Module model_selection

Module model_selection 

Source
Expand description

Model Selection - Cross-validation, Grid Search, Train-Test Split

Structs§

GridSearchResult
Grid Search for hyperparameter tuning
KFold
K-Fold Cross-Validation
LeaveOneOut
Leave-One-Out Cross-Validation
StratifiedKFold
Stratified K-Fold Cross-Validation
TimeSeriesSplit
Time Series Split for temporal data

Functions§

cross_val_score
Cross-validation score computation
parameter_grid
Generate parameter grid combinations
shuffle_split
Shuffle and split data