abacusai.model_monitor_summary

Classes

ModelMonitorSummary

A summary of model monitor

Module Contents

class abacusai.model_monitor_summary.ModelMonitorSummary(client, modelAccuracy=None, modelDrift=None, dataIntegrity=None, biasViolations=None, alerts=None)

Bases: abacusai.return_class.AbstractApiClass

A summary of model monitor

Parameters:

client (ApiClient) – An authenticated API Client instance
modelAccuracy (list) – A list of model accuracy objects including accuracy and monitor version information.
modelDrift (list) – A list of model drift objects including label and prediction drifts and monitor version information.
dataIntegrity (list) – A list of data integrity objects including counts of violations and monitor version information.
biasViolations (list) – A list of bias objects including bias counts and monitor version information.
alerts (list) – A list of alerts by type for each model monitor instance

model_accuracy

model_drift

data_integrity

bias_violations

alerts

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