XPSTextSentimentEvaluationMetrics

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

Model evaluation metrics for text sentiment problems.

interface XPSTextSentimentEvaluationMetrics {

confusionMatrix?: XPSConfusionMatrix;

f1Score?: number;

linearKappa?: number;

meanAbsoluteError?: number;

meanSquaredError?: number;

precision?: number;

quadraticKappa?: number;

recall?: number;

}

§Properties

Output only. Confusion matrix of the evaluation. Only set for the overall model evaluation, not for evaluation of a single annotation spec.

f1Score?: number

Output only. The harmonic mean of recall and precision.

linearKappa?: number

Output only. Linear weighted kappa. Only set for the overall model evaluation, not for evaluation of a single annotation spec.

meanAbsoluteError?: number

Output only. Mean absolute error. Only set for the overall model evaluation, not for evaluation of a single annotation spec.

meanSquaredError?: number

Output only. Mean squared error. Only set for the overall model evaluation, not for evaluation of a single annotation spec.

precision?: number

Output only. Precision.

quadraticKappa?: number

Output only. Quadratic weighted kappa. Only set for the overall model evaluation, not for evaluation of a single annotation spec.

recall?: number

Output only. Recall.