elphick.sklearn_viz.model_selection.cross_validation.CrossValidatorBase

class elphick.sklearn_viz.model_selection.cross_validation.CrossValidatorBase(estimators, datasets, target, pre_processor, cv, scorer, metrics, group, random_state, n_jobs=1, verbosity=1)[source]

__init__(estimators, datasets, target, pre_processor, cv, scorer, metrics, group, random_state, n_jobs=1, verbosity=1)[source]

Methods

`__init__`(estimators, datasets, target, ...)
`calculate_metrics`(x, y, estimators, indices, ...)
`cross_validate_task`(data_key, data, ...)
`get_cv_metrics`(metrics[, by_group])	rtype: `DataFrame`
`get_cv_scores`()
`get_model_by_group_data`(estimator, dataset)	rtype: `tuple`[`DataFrame`, `DataFrame`]
`plot`([metrics, show_group, title, col_wrap])

Attributes

`n_cores`
`results`