rmsle {ModelMetrics}

Root Mean Squared Log Error

Description

Calculates the mean square log error

Usage

rmsle(...)

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

## S3 method for class 'lm'
rmsle(modelObject, ...)

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

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

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

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

## S3 method for class 'rpart'
rmsle(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