MetricDataPoint

import type { MetricDataPoint } from "https://aws-api.deno.dev/v0.3/services/frauddetector.ts?docs=full";

Model performance metrics data points.

interface MetricDataPoint {

fpr?: number | null;

precision?: number | null;

threshold?: number | null;

tpr?: number | null;

}

§Properties

fpr?: number | null

[src]

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

precision?: number | null

[src]

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

threshold?: number | null

[src]

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?: number | null

[src]

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