9.3. Model Selection#

Classes#

ContinuousStratifiedKFold

Stratified K-Fold cross validator for regression problems.

RepeatedContinuousStratifiedKFold

Repeated Contionous Stratified K-Fold cross validator.

ContinuousStratifiedGroupKFold

Stratified Group K-Fold cross validator for regression problems.

RepeatedContinuousStratifiedGroupKFold

Repeated Stratified-Groups K-Fold cross validator.

StratifiedBootstrap

Stratified Bootstrap cross-validation iterator.

Functions#

get_searcher(name)

Get a searcher by name.

list_searchers()

List all available searching algorithms.

register_searcher(searcher_name, searcher, ...)

Register searcher to julearn.

reset_searcher_register()

Reset the searcher register to its initial state.