Class: Aws::SageMaker::Types::FinalAutoMLJobObjectiveMetric

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::FinalAutoMLJobObjectiveMetric

Defined in:

(unknown)

Overview

The best candidate result from an AutoML training job.

Returned by:

• AutoMLCandidate#final_auto_ml_job_objective_metric

See Also:

• AWS API Documentation

Instance Attribute Summary

• #metric_name ⇒ String

  The name of the metric with the best result.

• #type ⇒ String

  The type of metric with the best result.

• #value ⇒ Float

  The value of the metric with the best result.

Instance Attribute Details

#metric_name ⇒ String

The name of the metric with the best result. For a description of the possible objective metrics, see AutoMLJobObjective$MetricName.

Possible values:

• Accuracy
• MSE
• F1
• F1macro
• AUC

Returns:

• (String) —

  The name of the metric with the best result.

#type ⇒ String

The type of metric with the best result.

Possible values:

• Maximize
• Minimize

Returns:

• (String) —

  The type of metric with the best result.

#value ⇒ Float

The value of the metric with the best result.

Returns:

• (Float) —

  The value of the metric with the best result.