Package software.amazon.awssdk.services.frauddetector.model

Interface MetricDataPoint.Builder

All Superinterfaces:

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

Enclosing class:

MetricDataPoint

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

Method Summary

Modifier and Type	Method	Description
MetricDataPoint.Builder	fpr(Float fpr)	The false positive rate.
MetricDataPoint.Builder	precision(Float precision)	The percentage of fraud events correctly predicted as fraudulent as compared to all events predicted as fraudulent.
MetricDataPoint.Builder	threshold(Float threshold)	The model threshold that specifies an acceptable fraud capture rate.
MetricDataPoint.Builder	tpr(Float tpr)	The true positive rate.

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

Method Detail

fpr

MetricDataPoint.Builder fpr(Float fpr)

The false positive rate. This is the percentage of total legitimate events that are incorrectly predicted as fraud.

Parameters:

fpr - The false positive rate. This is the percentage of total legitimate events that are incorrectly predicted as fraud.

Returns:

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

precision

MetricDataPoint.Builder precision(Float precision)

The percentage of fraud events correctly predicted as fraudulent as compared to all events predicted as fraudulent.

Parameters:

precision - The percentage of fraud events correctly predicted as fraudulent as compared to all events predicted as fraudulent.

Returns:

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

tpr

MetricDataPoint.Builder tpr(Float tpr)

The true positive rate. This is the percentage of total fraud the model detects. Also known as capture rate.

Parameters:

tpr - The true positive rate. This is the percentage of total fraud the model detects. Also known as capture rate.

Returns:

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

threshold

MetricDataPoint.Builder threshold(Float threshold)

The model threshold that specifies an acceptable fraud capture rate. For example, a threshold of 500 means any model score 500 or above is labeled as fraud.

Parameters:

threshold - The model threshold that specifies an acceptable fraud capture rate. For example, a threshold of 500 means any model score 500 or above is labeled as fraud.

Returns:

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