NAME

Paws::FraudDetector::MetricDataPoint

USAGE

This class represents one of two things:

Arguments in a call to a service

Use the attributes of this class as arguments to methods. You shouldn't make instances of this class. Each attribute should be used as a named argument in the calls that expect this type of object.

As an example, if Att1 is expected to be a Paws::FraudDetector::MetricDataPoint object:

$service_obj->Method(Att1 => { Fpr => $value, ..., Tpr => $value  });

Results returned from an API call

Use accessors for each attribute. If Att1 is expected to be an Paws::FraudDetector::MetricDataPoint object:

$result = $service_obj->Method(...);
$result->Att1->Fpr

DESCRIPTION

Model performance metrics data points.

ATTRIBUTES

Fpr => Num

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

Precision => Num

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

Threshold => Num

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.

Tpr => Num

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

SEE ALSO

This class forms part of Paws, describing an object used in Paws::FraudDetector

BUGS and CONTRIBUTIONS

The source code is located here: https://github.com/pplu/aws-sdk-perl

Please report bugs to: https://github.com/pplu/aws-sdk-perl/issues