FinalHyperParameterTuningJobObjectiveMetric
Shows the latest objective metric emitted by a training job that was launched by a
hyperparameter tuning job. You define the objective metric in the
HyperParameterTuningJobObjective parameter of HyperParameterTuningJobConfig.
Contents
- MetricName
-
The name of the objective metric. For SageMaker built-in algorithms, metrics are defined per algorithm. See the metrics for XGBoost as an example. You can also use a custom algorithm for training and define your own metrics. For more information, see Define metrics and environment variables.
Type: String
Length Constraints: Minimum length of 1. Maximum length of 255.
Pattern:
.+Required: Yes
- Value
-
The value of the objective metric.
Type: Float
Required: Yes
- Type
-
Select if you want to minimize or maximize the objective metric during hyperparameter tuning.
Type: String
Valid Values:
Maximize | MinimizeRequired: No
See Also
For more information about using this API in one of the language-specific Amazon SDKs, see the following: