Class: Aws::Personalize::Types::HPOObjective

Inherits:

Struct

• Object
• Struct
• Aws::Personalize::Types::HPOObjective

Defined in:

(unknown)

Overview

Note:

When passing HPOObjective as input to an Aws::Client method, you can use a vanilla Hash:

{
  type: "HPOObjectiveType",
  metric_name: "MetricName",
  metric_regex: "MetricRegex",
}

The metric to optimize during hyperparameter optimization (HPO).

Returned by:

• Aws::Personalize::Types::HPOConfig#hpo_objective

See Also:

• AWS API Documentation

Instance Attribute Summary

• #metric_name ⇒ String

  The name of the metric.

• #metric_regex ⇒ String

  A regular expression for finding the metric in the training job logs.

• #type ⇒ String

  The type of the metric.

Instance Attribute Details

#metric_name ⇒ String

The name of the metric.

Returns:

• (String) —

  The name of the metric.

#metric_regex ⇒ String

A regular expression for finding the metric in the training job logs.

Returns:

• (String) —

  A regular expression for finding the metric in the training job logs.

#type ⇒ String

The type of the metric. Valid values are Maximize and Minimize.

Returns:

• (String) —

  The type of the metric.