evaluate_cutpoint_nmb {predictNMB} | R Documentation |
Evaluates a cutpoint by returning the mean NMB per sample.
Description
Evaluates a cutpoint by returning the mean NMB per sample.
Usage
evaluate_cutpoint_nmb(predicted, actual, pt, nmb)
Arguments
predicted |
A vector of predicted probabilities. |
actual |
A vector of actual outcomes. |
pt |
The probability threshold to be evaluated. |
nmb |
A named vector containing NMB assigned to each classification. |
Value
Returns a numeric
value representing the NMB for that
cutpoint and data.
Examples
evaluate_cutpoint_nmb(
predicted = runif(1000),
actual = sample(c(0, 1), size = 1000, replace = TRUE),
pt = 0.1,
nmb = c("TP" = -3, "TN" = 0, "FP" = -1, "FN" = -4)
)
[Package predictNMB version 0.2.1 Index]