software.amazon.awssdk.services.frauddetector.model

Interface OFIModelPerformance.Builder

All Superinterfaces:

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

Enclosing class:

OFIModelPerformance

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

Method Summary

Modifier and Type	Method and Description
OFIModelPerformance.Builder	auc(Float auc) The area under the curve (auc).
default OFIModelPerformance.Builder	uncertaintyRange(Consumer<UncertaintyRange.Builder> uncertaintyRange) Indicates the range of area under curve (auc) expected from the OFI model.
OFIModelPerformance.Builder	uncertaintyRange(UncertaintyRange uncertaintyRange) Indicates the range of area under curve (auc) expected from the OFI model.

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

OFIModelPerformance.Builder auc(Float auc)

The area under the curve (auc). This summarizes the total positive rate (tpr) and false positive rate (FPR) across all possible model score thresholds.

Parameters:

auc - The area under the curve (auc). This summarizes the total positive rate (tpr) and false positive rate (FPR) across all possible model score thresholds.

Returns:

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

uncertaintyRange

OFIModelPerformance.Builder uncertaintyRange(UncertaintyRange uncertaintyRange)

Indicates the range of area under curve (auc) expected from the OFI model. A range greater than 0.1 indicates higher model uncertainity.

Parameters:

uncertaintyRange - Indicates the range of area under curve (auc) expected from the OFI model. A range greater than 0.1 indicates higher model uncertainity.

Returns:

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

uncertaintyRange

default OFIModelPerformance.Builder uncertaintyRange(Consumer<UncertaintyRange.Builder> uncertaintyRange)

Indicates the range of area under curve (auc) expected from the OFI model. A range greater than 0.1 indicates higher model uncertainity.

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

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to uncertaintyRange(UncertaintyRange).

Parameters:

uncertaintyRange - a consumer that will call methods on UncertaintyRange.Builder

Returns:

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

See Also:

uncertaintyRange(UncertaintyRange)