abacusai.model_metrics

Module Contents

Classes

ModelMetrics

Metrics of the trained model.

class abacusai.model_metrics.ModelMetrics(client, modelId=None, modelVersion=None, metrics=None, baselineMetrics=None, targetColumn=None, trainValTestSplit=None, infoLogs=None)

Bases: abacusai.return_class.AbstractApiClass

Metrics of the trained model.

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

  • modelId (str) – The Model

  • modelVersion (str) – The Model Version

  • metrics (dict) – Key/value pairs of metrics and their values

  • baselineMetrics (dict) – Key/value pairs of the baseline model metrics and their values

  • targetColumn (str) – The target column the model is predicting

  • trainValTestSplit (dict) –

  • infoLogs (list) –

__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