brier {ModelMetrics}

Brier Score

Description

Calculates the Brier score

Usage

brier(...)

## Default S3 method:
brier(actual, predicted, ...)

## S3 method for class 'glm'
brier(modelObject, ...)

## S3 method for class 'randomForest'
brier(modelObject, ...)

## S3 method for class 'glmerMod'
brier(modelObject, ...)

## S3 method for class 'gbm'
brier(modelObject, ...)

## S3 method for class 'rpart'
brier(modelObject, ...)

Arguments

...

additional parameters to be passed the the s3 methods

actual

A vector of the labels

predicted

A vector of predicted values

modelObject

the model object. Currently supported glm, randomForest, glmerMod, gbm