summary.PimpTest: Summarizing PIMP-algorithm outcomes

Description Usage Arguments Details Value See Also

View source: R/summaryPimpTest.R

Description

summary method for class "PimpTest".

Usage

1
2
3
4
## S3 method for class 'PimpTest'
summary(object, pless=0.05,...)
## S3 method for class 'summary.PimpTest'
print(x, ...)

Arguments

object

an object of class PimpTest, a result of a call to PimpTest.

pless

print only p-values less than pless. Default is pless=0.05.

x

an object of class summary.PimpTest, a result of a call to summary.PimpTest.

...

further arguments passed to or from other methods.

Details

print.summary.PimpTest tries to be smart about formatting the VarImp, pvalue etc. and gives "significance stars".

Value

cmat

a p x 3 matrix with columns for the mean(PerVarImp),sd(PerVarImp) and the the p-values of the Kolmogorov-Smirnov Tests.

cmat2

a p x 2 matrix with columns for the original permutation variable importance values and corresponding p-value.

para

Shall the null distribution be modelled by a Gaussian distribution?

pless

p-values less than pless

call

the matched call to PimpTest.

call.PIMP

the matched call to PIMP.

type

one of regression, classification

See Also

PimpTest, PIMP


vita documentation built on May 2, 2019, 9:12 a.m.