Interface ATIModelPerformance.Builder
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- 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>
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Method Summary
All Methods Instance Methods Abstract Methods Modifier and Type Method Description ATIModelPerformance.Builderasi(Float asi)The anomaly separation index (ASI) score.-
Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder
copy
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Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder
applyMutation, build
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Methods inherited from interface software.amazon.awssdk.core.SdkPojo
equalsBySdkFields, sdkFields
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Method Detail
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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.
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