cca_zoo.model_selection: Model Selection#

Utilities to evaluate models and hyperparameters.

Hyper-parameter optimizers#

model_selection.GridSearchCV(estimator, ...)

model_selection.RandomizedSearchCV(...[, ...])

model_selection.cross_validate(estimator, views)

Evaluate metric(s) by cross-validation and also record fit/score times.

model_selection.learning_curve(estimator, X)

Learning Curve.

model_selection.permutation_test_score(...)

Evaluate the significance of a cross-validated score with permutations.