TrainTestPredictionDrift#

class TrainTestPredictionDrift[source]#

The TrainTestPredictionDrift check is deprecated and will be removed in the 0.14 version.

Please use the PredictionDrift check instead.

Attributes

`TrainTestPredictionDrift.aggregation_method`
`TrainTestPredictionDrift.balance_classes`
`TrainTestPredictionDrift.categorical_drift_method`
`TrainTestPredictionDrift.drift_mode`
`TrainTestPredictionDrift.ignore_na`
`TrainTestPredictionDrift.margin_quantile_filter`
`TrainTestPredictionDrift.max_classes_to_display`
`TrainTestPredictionDrift.max_num_categories_for_display`
`TrainTestPredictionDrift.max_num_categories_for_drift`
`TrainTestPredictionDrift.min_category_size_ratio`
`TrainTestPredictionDrift.min_samples`
`TrainTestPredictionDrift.n_samples`
`TrainTestPredictionDrift.numerical_drift_method`
`TrainTestPredictionDrift.random_state`
`TrainTestPredictionDrift.show_categories_by`

Methods

`TrainTestPredictionDrift.add_condition`(name, ...)	Add new condition function to the check.
`TrainTestPredictionDrift.add_condition_drift_score_less_than`([...])	Add condition - require drift score to be less than the threshold.
`TrainTestPredictionDrift.clean_conditions`()	Remove all conditions from this check instance.
`TrainTestPredictionDrift.conditions_decision`(result)	Run conditions on given result.
`TrainTestPredictionDrift.config`([...])	Return check configuration (conditions' configuration not yet supported).
`TrainTestPredictionDrift.from_config`(conf[, ...])	Return check object from a CheckConfig object.
`TrainTestPredictionDrift.from_json`(conf[, ...])	Deserialize check instance from JSON string.
`TrainTestPredictionDrift.greater_is_better`()	Return True if the check reduce_output is better when it is greater.
`TrainTestPredictionDrift.metadata`([...])	Return check metadata.
`TrainTestPredictionDrift.name`()	Name of class in split camel case.
`TrainTestPredictionDrift.params`([show_defaults])	Return parameters to show when printing the check.
`TrainTestPredictionDrift.reduce_output`(...)	Return prediction drift score.
`TrainTestPredictionDrift.remove_condition`(index)	Remove given condition by index.
`TrainTestPredictionDrift.run`(train_dataset, ...)	Run check.
`TrainTestPredictionDrift.run_logic`(context)	Calculate drift for all columns.
`TrainTestPredictionDrift.to_json`([indent, ...])	Serialize check instance to JSON string.

SimpleModelComparison.to_json

TrainTestPredictionDrift.aggregation_method