About Anaconda Help Download Anaconda

The fast cross-validation via sequential testing (CVST) procedure is an improved cross-validation procedure which uses non-parametric testing coupled with sequential analysis to determine the best parameter set on linearly increasing subsets of the data. By eliminating under-performing candidates quickly and keeping promising candidates as long as possible, the method speeds up the computation while preserving the capability of a full cross-validation. Additionally to the CVST the package contains an implementation of the ordinary k-fold cross-validation with a flexible and powerful set of helper objects and methods to handle the overall model selection process. The implementations of the Cochran's Q test with permutations and the sequential testing framework of Wald are generic and can therefore also be used in other contexts.

  • 5 total downloads
  • Last upload: 5 years and 7 months ago

Installers

Info: This package contains files in non-standard labels.

conda install

To install this package run one of the following:
conda install odsp-test/label/r-extras::r-cvst
conda install odsp-test/label/r-lang::r-cvst
conda install odsp-test/label/test::r-cvst

Description

This Package does not have any files.


© 2024 Anaconda, Inc. All Rights Reserved. (v4.0.6) Legal | Privacy Policy