information_value: Calculate Information Value

View source: R/metrics-predictive.R

information_valueR Documentation

Calculate Information Value

Description

Calculate Information Value

Usage

information_value(actual, predicted)

Arguments

actual

A binary vector

predicted

A vector: character, numeric or containing scores or probabilities

Value

The KS statistic

Examples


N <- 10000

predicted <- runif(N)

actual <- rbinom(N, size = 1, prob = predicted)

information_value(actual, predicted)

predicted[sample(c(TRUE, FALSE), size = N, prob = c(1, 99), replace = TRUE)] <- NA

information_value(actual, predicted)

jbkunst/risk3r documentation built on March 19, 2024, 10:49 p.m.