software.amazon.awssdk.services.frauddetector.model

Interface ATIModelPerformance.Builder

All Superinterfaces:

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

Enclosing class:

ATIModelPerformance

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

Method Summary

Modifier and Type	Method and Description
ATIModelPerformance.Builder	asi(Float asi) The anomaly separation index (ASI) score.

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

asi

ATIModelPerformance.Builder asi(Float asi)

The anomaly separation index (ASI) score. This metric summarizes the overall ability of the model to separate anomalous activities from the normal behavior. Depending on the business, a large fraction of these anomalous activities can be malicious and correspond to the account takeover attacks. A model with no separability power will have the lowest possible ASI score of 0.5, whereas the a model with a high separability power will have the highest possible ASI score of 1.0

Parameters:

asi - The anomaly separation index (ASI) score. This metric summarizes the overall ability of the model to separate anomalous activities from the normal behavior. Depending on the business, a large fraction of these anomalous activities can be malicious and correspond to the account takeover attacks. A model with no separability power will have the lowest possible ASI score of 0.5, whereas the a model with a high separability power will have the highest possible ASI score of 1.0

Returns:

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