Class TFIMetricDataPoint
java.lang.Object
software.amazon.awssdk.services.frauddetector.model.TFIMetricDataPoint
- All Implemented Interfaces:
Serializable
,SdkPojo
,ToCopyableBuilder<TFIMetricDataPoint.Builder,
TFIMetricDataPoint>
@Generated("software.amazon.awssdk:codegen")
public final class TFIMetricDataPoint
extends Object
implements SdkPojo, Serializable, ToCopyableBuilder<TFIMetricDataPoint.Builder,TFIMetricDataPoint>
The performance metrics data points for Transaction Fraud Insights (TFI) model.
- See Also:
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Nested Class Summary
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Method Summary
Modifier and TypeMethodDescriptionstatic TFIMetricDataPoint.Builder
builder()
final boolean
final boolean
equalsBySdkFields
(Object obj) Indicates whether some other object is "equal to" this one by SDK fields.final Float
fpr()
The false positive rate.final <T> Optional
<T> getValueForField
(String fieldName, Class<T> clazz) final int
hashCode()
final Float
The percentage of fraud events correctly predicted as fraudulent as compared to all events predicted as fraudulent.static Class
<? extends TFIMetricDataPoint.Builder> final Float
The model threshold that specifies an acceptable fraud capture rate.Take this object and create a builder that contains all of the current property values of this object.final String
toString()
Returns a string representation of this object.final Float
tpr()
The true positive rate.Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder
copy
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Method Details
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fpr
The false positive rate. This is the percentage of total legitimate events that are incorrectly predicted as fraud.
- Returns:
- The false positive rate. This is the percentage of total legitimate events that are incorrectly predicted as fraud.
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precision
The percentage of fraud events correctly predicted as fraudulent as compared to all events predicted as fraudulent.
- Returns:
- The percentage of fraud events correctly predicted as fraudulent as compared to all events predicted as fraudulent.
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tpr
The true positive rate. This is the percentage of total fraud the model detects. Also known as capture rate.
- Returns:
- The true positive rate. This is the percentage of total fraud the model detects. Also known as capture rate.
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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:
- 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.
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toBuilder
Description copied from interface:ToCopyableBuilder
Take this object and create a builder that contains all of the current property values of this object.- Specified by:
toBuilder
in interfaceToCopyableBuilder<TFIMetricDataPoint.Builder,
TFIMetricDataPoint> - Returns:
- a builder for type T
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builder
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serializableBuilderClass
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hashCode
public final int hashCode() -
equals
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equalsBySdkFields
Description copied from interface:SdkPojo
Indicates whether some other object is "equal to" this one by SDK fields. An SDK field is a modeled, non-inherited field in anSdkPojo
class, and is generated based on a service model.If an
SdkPojo
class does not have any inherited fields,equalsBySdkFields
andequals
are essentially the same.- Specified by:
equalsBySdkFields
in interfaceSdkPojo
- Parameters:
obj
- the object to be compared with- Returns:
- true if the other object equals to this object by sdk fields, false otherwise.
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toString
Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value. -
getValueForField
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sdkFields
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