Is each row inside the area of applicability?

Is each row inside the area of applicability?

Usage

inside_aoa(di, threshold)

Arguments

di

From dissimilarity_index().

threshold

From aoa_threshold().

Value

Logical vector. TRUE means the cross-validated error applies here.

Examples

set.seed(1)
x_train <- matrix(rnorm(200), 100, 2)    # 100 training rows of 2 scaled predictors
ref <- di_reference(x_train)
threshold <- aoa_threshold(ref, folds = rep(1:5, 20))
inside_aoa(dissimilarity_index(ref, rbind(c(0, 0), c(4, 4))), threshold)
#> [1]  TRUE FALSE