abacusai.categorical_range_violation

Classes

CategoricalRangeViolation

Summary of important range mismatches for a numerical feature discovered by a model monitoring instance

Module Contents

class abacusai.categorical_range_violation.CategoricalRangeViolation(client, name=None, mostCommonValues=None, freqOutsideTrainingRange=None)

Bases: abacusai.return_class.AbstractApiClass

Summary of important range mismatches for a numerical feature discovered by a model monitoring instance

Parameters:

client (ApiClient) – An authenticated API Client instance
name (str) – Name of feature.
mostCommonValues (list[str]) – List of most common feature names in the prediction distribution not present in the training distribution.
freqOutsideTrainingRange (float) – Frequency of prediction rows outside training distribution for the specified feature.

name

most_common_values

freq_outside_training_range

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