This function allows to use a custom thresholding method to maximize the Kappa statistic.

metrics.kappa.max(preds, labels, threshold = FALSE)

Arguments

preds

Type: numeric. The predictions.

labels

Type: numeric. The labels (0, 1).

threshold

Type: logical. Whether to return the threshold. Defaults to FALSE.

Value

A one or two element vector containing the maximum Kappa statistic for binary data, and the threshold used if requested. Returns -1 in case of errors.