getBinaryStat: Statistic for binary classification task.

In DrrDom/pfpp: Different convenience functions (file loading, caret model processing, etc)

Statistic for binary classification task.

Description

Returns TP, TN, FP, FN, sensitivity, specificity, balanced accuracy and accuracy for binary classification task.

Usage

getBinaryStat(pred, obs)

Arguments

pred	vector of predicted labels (0, 1).
obs	vector of observed labels (0, 1).

Value

names vector contained TP, TN, FP, FN, sensitivity, specificity, balanced accuracy and accuracy.

Examples

set.seed(42)
obs <- sample(0:1, 10, TRUE)
pred <- sample(0:1, 10, TRUE)
getBinaryStat(pred, obs)

DrrDom/pfpp documentation built on April 17, 2024, 10:24 a.m.