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>
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Method Summary
Modifier and TypeMethodDescriptionThe anomaly separation index (ASI) score.Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder
copy
Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder
applyMutation, build
Methods inherited from interface software.amazon.awssdk.core.SdkPojo
equalsBySdkFields, sdkFields
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Method Details
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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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