rmseError: Root-mean-square error function

In darch: Package for Deep Architectures and Restricted Boltzmann Machines

Description

The function calculates the root-mean-square error (RMSE) from the original and estimate parameters.

Usage

rmseError(original, estimate)

Arguments

original	The original data matrix.
estimate	The calculated data matrix.

Details

This function is a valid value for both darch parameters rbm.errorFunction and darch.errorFunction.

Value

A list with the name of the error function in the first entry and the error value in the second entry.

See Also

Other error functions: crossEntropyError, mseError

Examples

## Not run: 
data(iris)
model <- darch(Species ~ ., iris, rbm.errorFunction = "rmseError",
 darch.errorFunction = "rmseError")

## End(Not run)

darch documentation built on May 29, 2017, 8:14 p.m.