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XPSRegressionEvaluationMetrics

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

Model evaluation metrics for regression problems. It can be used for Tables.

interface XPSRegressionEvaluationMetrics {
meanAbsoluteError?: number;
meanAbsolutePercentageError?: number;
regressionMetricsEntries?: XPSRegressionMetricsEntry[];
rootMeanSquaredError?: number;
rootMeanSquaredLogError?: number;
rSquared?: number;
}

§Properties

§
meanAbsoluteError?: number
[src]

Mean Absolute Error (MAE).

§
meanAbsolutePercentageError?: number
[src]

Mean absolute percentage error. Only set if all ground truth values are positive.

§
regressionMetricsEntries?: XPSRegressionMetricsEntry[]
[src]

A list of actual versus predicted points for the model being evaluated.

§
rootMeanSquaredError?: number
[src]

Root Mean Squared Error (RMSE).

§
rootMeanSquaredLogError?: number
[src]

Root mean squared log error.

§
rSquared?: number
[src]

R squared.