GoogleCloudAiplatformV1SchemaModelevaluationMetricsTextSentimentEvaluationMetrics

import type { GoogleCloudAiplatformV1SchemaModelevaluationMetricsTextSentimentEvaluationMetrics } from "https://googleapis.deno.dev/v1/aiplatform:v1.ts";

Model evaluation metrics for text sentiment problems.

interface GoogleCloudAiplatformV1SchemaModelevaluationMetricsTextSentimentEvaluationMetrics {

confusionMatrix?: GoogleCloudAiplatformV1SchemaModelevaluationMetricsConfusionMatrix;

f1Score?: number;

linearKappa?: number;

meanAbsoluteError?: number;

meanSquaredError?: number;

precision?: number;

quadraticKappa?: number;

recall?: number;

}

§Properties

confusionMatrix?: GoogleCloudAiplatformV1SchemaModelevaluationMetricsConfusionMatrix

[src]

Confusion matrix of the evaluation. Only set for ModelEvaluations, not for ModelEvaluationSlices.

f1Score?: number

[src]

The harmonic mean of recall and precision.

linearKappa?: number

[src]

Linear weighted kappa. Only set for ModelEvaluations, not for ModelEvaluationSlices.

meanAbsoluteError?: number

[src]

Mean absolute error. Only set for ModelEvaluations, not for ModelEvaluationSlices.

meanSquaredError?: number

[src]

Mean squared error. Only set for ModelEvaluations, not for ModelEvaluationSlices.

precision?: number

[src]

Precision.

quadraticKappa?: number

[src]

Quadratic weighted kappa. Only set for ModelEvaluations, not for ModelEvaluationSlices.

recall?: number

[src]

Recall.