RocReport#
- class RocReport[source]#
Calculate the ROC curve for each class.
For each class plots the ROC curve, calculate AUC score and displays the optimal threshold cutoff point.
- Parameters
- excluded_classesList , default: None
List of classes to exclude from the condition.
- n_samplesint , default: 1_000_000
number of samples to use for this check.
- random_stateint, default: 42
random seed for all check internals.
- __init__(excluded_classes: Optional[List] = None, n_samples: int = 1000000, random_state: int = 42, **kwargs)[source]#
- __new__(*args, **kwargs)#
Methods
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Add new condition function to the check. |
Add condition - require min allowed AUC score per class. |
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Remove all conditions from this check instance. |
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Run conditions on given result. |
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Return check configuration (conditions' configuration not yet supported). |
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Return check object from a CheckConfig object. |
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Deserialize check instance from JSON string. |
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Return check metadata. |
Name of class in split camel case. |
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Return parameters to show when printing the check. |
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Remove given condition by index. |
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Run check. |
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Run check. |
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Serialize check instance to JSON string. |
