Absolute Percent Error
ape
computes the elementwise absolute percent difference between two numeric
vectors
ape(actual, predicted)
actual |
The ground truth numeric vector. |
predicted |
The predicted numeric vector, where each element in the vector
is a prediction for the corresponding element in |
ape
is calculated as (actual
- predicted
) / abs(actual)
.
This means that the function will return -Inf
, Inf
, or NaN
if actual
is zero.
mape
smape
actual <- c(1.1, 1.9, 3.0, 4.4, 5.0, 5.6) predicted <- c(0.9, 1.8, 2.5, 4.5, 5.0, 6.2) ape(actual, predicted)
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