plot.DArch: Plot 'DArch' statistics or structure.

In darch: Package for Deep Architectures and Restricted Boltzmann Machines

Description

This function provides different plots depending on the type parameter:

Usage

## S3 method for class 'DArch'
plot(x, y = "raw", ..., type = y)

Arguments

x	DArch instance.
y	See type.
...	Additional parameters, passed to plotting functions.
type	Which type of plot to create, one of raw, class, time, momentum, and net.

Details

• raw. Plots the raw network error (e.g. MSE), this is the default

• class. Plots the classification error

• time. Plots the times needed for each epoch

• momentum. Plots the momentum ramp

• net. Calls plotnet to plot the network

Value

The plotted graph.

See Also

Other darch interface functions: darchBench, darchTest, darch, predict.DArch, print.DArch

Examples

## Not run: 
data(iris)
model <- darch(Species ~ ., iris)
plot(model)
plot(model, "class")
plot(model, "time")
plot(model, "momentum")
plot(model, "net")

## End(Not run)

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