VLMC (version 1.4-1)

summary.vlmc: Summary of Fitted Variable Length Markov Chain (VLMC)

Description

Compute (and print) a summary of a vlmc object which is typically the result of vlmc(..).

Usage

# S3 method for vlmc
summary(object, …)
# S3 method for summary.vlmc
print(x, digits = getOption("digits"),
         vvec.printing = FALSE, …)

Arguments

object

an R object of class vlmc.

x

an R object of class summary.vlmc.

digits

integer giving the number of significant digits for printing numbers.

vvec.printing

logical indicating if the vvec component should be printed recursively via prt.vvec().

…

potentially further arguments [Generic].

Value

summary.vlmc() returns an object of class "summary.vlmc" for which there's a print method. It is basically a list containing all of object, plus additionally

confusion.table

the symmetric contingency table of data vs fitted.

depth.stats

statistics of Markov chain depth along the data; currently just summary(predict(object, type="depth")).

R2

the \(R^2\) statistic, i.e. the percentage (in [0,1]) of correctly predicted data.

See Also

vlmc, draw.vlmc.

Examples

# NOT RUN {
data(bnrf1)
vb <- vlmc(bnrf1EB)
svb <- summary(vb)
svb
# }