summary.rvbm {rpud}R Documentation

Summary Statistics of Variational Bayesian Multiclass Probit Regression

Description

This method gives summary statistics of the Gaussian process model created with rvbm.

Usage

## S3 method for class 'rvbm'
summary(object, ...)

Arguments

object

An S3 object that inherits from the class rvbm.

...

Not used.

Value

An S3 object of type summary.rvbm that contains the following:

Note

This replaces the covParams, predLik, predError, and predClass methods in vbmp.

Author(s)

Chi Yau
chi.yau@r-tutor.com

See Also

rvbm, vbmp

Examples

## Not run: 
library(rpud)

x <- rvbm.sample.train$X
y <- rvbm.sample.train$t.class
model.rvbm <- rvbm( 
    x, y, x, y,
    theta = rep(1, ncol(x)), 
    control = list(
            sKernelType="gaussian", 
            bThetaEstimate=TRUE, 
            bMonitor=TRUE,
            maxIts=12,
            InfoLevel=1) 
)

summary(model.rvbm)


## End(Not run)

[Package rpud version 0.7.1 Index]