XPSTablesConfidenceMetricsEntry

import type { XPSTablesConfidenceMetricsEntry } from "https://googleapis.deno.dev/v1/language:v2.ts";

Metrics for a single confidence threshold.

interface XPSTablesConfidenceMetricsEntry {

confidenceThreshold?: number;

f1Score?: number;

falseNegativeCount?: bigint;

falsePositiveCount?: bigint;

falsePositiveRate?: number;

precision?: number;

recall?: number;

trueNegativeCount?: bigint;

truePositiveCount?: bigint;

truePositiveRate?: number;

}

§Properties

confidenceThreshold?: number

The confidence threshold value used to compute the metrics.

f1Score?: number

The harmonic mean of recall and precision. (2 * precision * recall) / (precision + recall)

falseNegativeCount?: bigint

False negative count.

falsePositiveCount?: bigint

False positive count.

falsePositiveRate?: number

FPR = #false positives / (#false positives + #true negatives)

precision?: number

Precision = #true positives / (#true positives + #false positives).

recall?: number

Recall = #true positives / (#true positives + #false negatives).

trueNegativeCount?: bigint

True negative count.

truePositiveCount?: bigint

True positive count.

truePositiveRate?: number

TPR = #true positives / (#true positives + #false negatvies)