abacusai.null_violation

Classes

NullViolation

Summary of anomalous null frequencies for a feature discovered by a model monitoring instance

Module Contents

class abacusai.null_violation.NullViolation(client, name=None, violation=None, trainingNullFreq=None, predictionNullFreq=None)

Bases: abacusai.return_class.AbstractApiClass

Summary of anomalous null frequencies for a feature discovered by a model monitoring instance

Parameters:

• client (ApiClient) – An authenticated API Client instance

• name (str) – Name of feature.

• violation (str) – Description of null violation for a prediction feature.

• trainingNullFreq (float) – Proportion of null entries in training feature.

• predictionNullFreq (float) – Proportion of null entries in prediction feature.

name

violation

training_null_freq

prediction_null_freq

deprecated_keys

__repr__()

to_dict()

Get a dict representation of the parameters in this class

Returns:

The dict value representation of the class parameters

Return type:

dict