plot: Plot methods in dnn package

In dnn: Deep Neural Network Tools for Probability and Statistic Models

Plot methods in dnn package

Description

Plot function for plotting of R objects in the dnn package.

Several different type of plots can be produced for the deep learning mdels. Plot method is used to provide a summary of outputs from "deepAFT", "deepGLM", "deepSurv" and "dnn".

Use "methods(plot)" and the documentation for these for other plot methods.

Usage

## S3 method for class 'dNNmodel'
plot(x, ...)
## S3 method for class 'deepAFT'
plot(x, type = c("predicted", "residuals", "baselineKM"), ...)

Arguments

x	a class of "dNNmodel".
type	type of plot in deepAFT object, "predicted" to plot the linear predicted values, "residuals" to plot residuals, "baselineKM" to plot baseline Kaplan-Meier survival curve.
...	other options used in plot().

Details

plot.deepAFT is called to plot the fitted deep learning AFT model.

plot.dNNmodel is called to plot fitted dnn model

The default method, plot.default has its own help page. Use methods("plot") to get all the methods for the plot generic.

Value

No return value, called to plot a figure.

Author(s)

Bingshu E. Chen

See Also

The default method for plot plot.default. glm

dnn documentation built on May 29, 2024, 1:48 a.m.