mseError: Mean squared error function

In darch: Package for Deep Architectures and Restricted Boltzmann Machines

Description

The function calculates the mean squared error (MSE) from the original and estimate parameters.

Usage

mseError(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, rmseError

Examples

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

## End(Not run)

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