GoogleCloudAiplatformV1SchemaModelevaluationMetricsImageSegmentationEvaluationMetricsConfidenceMetricsEntry

import type { GoogleCloudAiplatformV1SchemaModelevaluationMetricsImageSegmentationEvaluationMetricsConfidenceMetricsEntry } from "https://googleapis.deno.dev/v1/aiplatform:v1.ts";

interface GoogleCloudAiplatformV1SchemaModelevaluationMetricsImageSegmentationEvaluationMetricsConfidenceMetricsEntry {

confidenceThreshold?: number;

confusionMatrix?: GoogleCloudAiplatformV1SchemaModelevaluationMetricsConfusionMatrix;

diceScoreCoefficient?: number;

iouScore?: number;

precision?: number;

recall?: number;

}

§Properties

confidenceThreshold?: number

[src]

Metrics are computed with an assumption that the model never returns predictions with score lower than this value.

confusionMatrix?: GoogleCloudAiplatformV1SchemaModelevaluationMetricsConfusionMatrix

[src]

Confusion matrix for the given confidence threshold.

diceScoreCoefficient?: number

[src]

DSC or the F1 score, The harmonic mean of recall and precision.

iouScore?: number

[src]

The intersection-over-union score. The measure of overlap of the annotation's category mask with ground truth category mask on the DataItem.

precision?: number

[src]

Precision for the given confidence threshold.

recall?: number

[src]

Recall (True Positive Rate) for the given confidence threshold.