mae {ModelMetrics}

Mean absolute error

Description

Calculates the mean absolute error

Usage

mae(...)

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

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

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

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

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

## S3 method for class 'rpart'
mae(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