MLmetrics (version 1.1.1)

MAPE: Mean Absolute Percentage Error Loss

Description

Compute the mean absolute percentage error regression loss.

Usage

MAPE(y_pred, y_true)

Arguments

y_pred
Estimated target values vector
y_true
Ground truth (correct) target values vector

Value

Mean Absolute Percentage Error Loss

Examples

Run this code
data(cars)
reg <- lm(log(dist) ~ log(speed), data = cars)
MAPE(y_pred = exp(reg$fitted.values), y_true = cars$dist)

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