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 | MAE | R2 | BalancedAccuracy | Precision | PrecisionMacro | Recall | RecallMacro | MAPE | MASE | WAPE | AverageWeightedQuantileLossRequired: 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 | MAE | R2 | BalancedAccuracy | Precision | PrecisionMacro | Recall | RecallMacro | MAPE | MASE | WAPE | AverageWeightedQuantileLossRequired: No
- Type
-
The type of metric with the best result.
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: