software.amazon.awssdk.services.frauddetector.model

Interface TrainingMetrics.Builder

All Superinterfaces:

Buildable, CopyableBuilder<TrainingMetrics.Builder,TrainingMetrics>, SdkBuilder<TrainingMetrics.Builder,TrainingMetrics>, SdkPojo

Enclosing class:

TrainingMetrics

public static interface TrainingMetrics.Builder
extends SdkPojo, CopyableBuilder<TrainingMetrics.Builder,TrainingMetrics>

Method Summary

Modifier and Type	Method and Description
TrainingMetrics.Builder	auc(Float auc) The area under the curve.
TrainingMetrics.Builder	metricDataPoints(Collection<MetricDataPoint> metricDataPoints) The data points details.
TrainingMetrics.Builder	metricDataPoints(Consumer<MetricDataPoint.Builder>... metricDataPoints) The data points details.
TrainingMetrics.Builder	metricDataPoints(MetricDataPoint... metricDataPoints) The data points details.

Methods inherited from interface software.amazon.awssdk.core.SdkPojo

equalsBySdkFields, sdkFields

Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder

copy

Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder

applyMutation, build

Method Detail

auc

TrainingMetrics.Builder auc(Float auc)

The area under the curve. This summarizes true positive rate (TPR) and false positive rate (FPR) across all possible model score thresholds. A model with no predictive power has an AUC of 0.5, whereas a perfect model has a score of 1.0.

Parameters:

auc - The area under the curve. This summarizes true positive rate (TPR) and false positive rate (FPR) across all possible model score thresholds. A model with no predictive power has an AUC of 0.5, whereas a perfect model has a score of 1.0.

Returns:

Returns a reference to this object so that method calls can be chained together.

metricDataPoints

TrainingMetrics.Builder metricDataPoints(Collection<MetricDataPoint> metricDataPoints)

The data points details.

Parameters:

metricDataPoints - The data points details.

Returns:

Returns a reference to this object so that method calls can be chained together.

metricDataPoints

TrainingMetrics.Builder metricDataPoints(MetricDataPoint... metricDataPoints)

The data points details.

Parameters:

metricDataPoints - The data points details.

Returns:

Returns a reference to this object so that method calls can be chained together.

metricDataPoints

TrainingMetrics.Builder metricDataPoints(Consumer<MetricDataPoint.Builder>... metricDataPoints)

The data points details.

This is a convenience method that creates an instance of the MetricDataPoint.Builder avoiding the need to create one manually via MetricDataPoint.builder() .

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to #metricDataPoints(List).

Parameters:

metricDataPoints - a consumer that will call methods on MetricDataPoint.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

#metricDataPoints(java.util.Collection)