abacusai.prediction_metric

Module Contents

Classes

PredictionMetric

A Prediction Metric job description.

class abacusai.prediction_metric.PredictionMetric(client, createdAt=None, featureGroupId=None, predictionMetricConfig=None, predictionMetricId=None, modelMonitorId=None, projectId=None, refreshSchedules={}, latestPredictionMetricVersionDescription={})

Bases: abacusai.return_class.AbstractApiClass

A Prediction Metric job description.

Parameters:
  • client (ApiClient) – An authenticated API Client instance

  • createdAt (str) – Date and time when this prediction metric was created.

  • featureGroupId (str) – The feature group used as input to this prediction metric.

  • predictionMetricConfig (dict) – Specification for the prediction metric to run in this job.

  • predictionMetricId (str) – The unique identifier of the prediction metric.

  • modelMonitorId (str) – The unique string identifier for model monitor that created this prediction metric

  • projectId (str) – The project this prediction metric belongs to.

  • latestPredictionMetricVersionDescription (PredictionMetricVersion) – Description of the latest prediction metric version (if any).

  • refreshSchedules (RefreshSchedule) – List of schedules that determines when the next version of the dataset will be created.

__repr__()

Return repr(self).

to_dict()

Get a dict representation of the parameters in this class

Returns:

The dict value representation of the class parameters

Return type:

dict