Learn R Programming

CVST

Fast Cross-Validation via Sequential Testing

The package CVST is hosted on CRAN, so

install.packages("CVST")
library(CVST)
example(CVST)

will give you a first impression.

Copy Link

Version

Install

install.packages('CVST')

Monthly Downloads

1,960

Version

0.2-3

License

GPL (>= 2.0)

Maintainer

Tammo Krueger

Last Published

February 21st, 2022

Functions in CVST (0.2-3)

CVST-package

CVST
noisySine

Regression and Classification Toy Data Set
cochranq.test

Cochran's Q Test with Permutation
constructData

Construction and Handling of CVST.data Objects
constructCVSTModel

Setup for a CVST Run.
constructLearner

Construction of Specific Learners for CVST
fastCV

The Fast Cross-Validation via Sequential Testing (CVST) Procedure
CV

Perform a k-fold Cross-validation
noisyDonoho

Generate Donoho's Toy Data Sets
constructParams

Construct a Grid of Parameters
constructSequentialTest

Construct and Handle Sequential Tests.