TrainTestPredictionDrift#
- class TrainTestPredictionDrift[source]#
The TrainTestPredictionDrift check is deprecated and will be removed in the 0.14 version.
Please use the PredictionDrift check instead.
- __new__(*args, **kwargs)#
Methods
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Add new condition function to the check. |
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Add condition - require prediction properties drift score to be less than the threshold. |
Remove all conditions from this check instance. |
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Calculate drift on prediction properties samples that were collected during update() calls. |
Run conditions on given result. |
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Return check configuration. |
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Return check object from a CheckConfig object. |
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Deserialize check instance from JSON string. |
Return True if the check reduce_output is better when it is greater. |
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Initialize run. |
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Return check metadata. |
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Name of class in split camel case. |
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Return parameters to show when printing the check. |
Return an aggregated drift score based on aggregation method defined. |
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Return prediction drift score per prediction property. |
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Remove given condition by index. |
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Run check. |
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Serialize check instance to JSON string. |
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Perform update on batch for train or test properties. |