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 = None
model_drift = None
data_integrity = None
bias_violations = None
alerts = None
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