FinalAutoMLJobObjectiveMetric - Amazon SageMaker
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FinalAutoMLJobObjectiveMetric

The best candidate result from an AutoML training job.

Contents

MetricName

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

Type: String

Valid Values: Accuracy | MSE | F1 | F1macro | AUC | RMSE | BalancedAccuracy | R2 | Recall | RecallMacro | Precision | PrecisionMacro | MAE | MAPE | MASE | WAPE | AverageWeightedQuantileLoss

Required: Yes

Value

The value of the metric with the best result.

Type: Float

Required: Yes

StandardMetricName

The name of the standard metric. For a description of the standard metrics, see Autopilot candidate metrics.

Type: String

Valid Values: Accuracy | MSE | F1 | F1macro | AUC | RMSE | BalancedAccuracy | R2 | Recall | RecallMacro | Precision | PrecisionMacro | MAE | MAPE | MASE | WAPE | AverageWeightedQuantileLoss

Required: No

Type

The type of metric with the best result.

Type: String

Valid Values: Maximize | Minimize

Required: No

See Also

For more information about using this API in one of the language-specific Amazon SDKs, see the following: