R-cran-CVST - Fast Cross-Validation via Sequential Testing

Property Value
Distribution FreeBSD 10
Repository FreeBSD Ports Latest amd64
Package name R-cran-CVST
Package version 0.2.2
Package architecture amd64
Package type txz
Installed size 88.48 KB
Download size 82.77 KB
Official Mirror pkg.freebsd.org
This package implements the fast cross-validation via sequential
testing (CVST) procedure. CVST 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 underperforming 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.
WWW: https://cran.r-project.org/web/packages/CVST/
Categories: math
Maintainer: tota@FreeBSD.org


Package Version Architecture Repository
R-cran-CVST-0.2.2.txz 0.2.2 i386 FreeBSD Ports Latest
R-cran-CVST-0.2.2.txz 0.2.2 amd64 FreeBSD Ports Quarterly
R-cran-CVST-0.2.2.txz 0.2.2 i386 FreeBSD Ports Quarterly
R-cran-CVST - - -


Name Value
R = 3.5.1_1
R-cran-kernlab = 0.9.26


Type URL
Binary Package R-cran-CVST-0.2.2.txz
Source Package math/R-cran-CVST

Install Howto

Install R-cran-CVST txz package:

# pkg install R-cran-CVST

See Also

Package Description
R-cran-ChangeAnomalyDetection-0.1.0_6.txz Change Anomaly Detection
R-cran-DBI-1.0.0.txz R Database Interface
R-cran-DCluster-0.2.7_2.txz Functions for the detection of spatial clusters of diseases
R-cran-DEoptimR-1.0.8_1.txz Differential Evolution Optimization in Pure R
R-cran-DRR-0.0.3.txz Dimensionality Reduction via Regression
R-cran-DT-0.4.txz Wrapper of the JavaScript Library 'DataTables'
R-cran-Defaults-1.1.1_10.txz Create Global Function Defaults
R-cran-DiagrammeR-1.0.0.txz Create Diagrams and Flowcharts Using R
R-cran-DoE.base-1.1.1.txz Full Factorials, Orthogonal Arrays and Base Utilities for DoE
R-cran-Epi-2.32.txz Package for statistical analysis in epidemiology
R-cran-Formula-1.2.3.txz Extended Model Formulas
R-cran-GDD- Graphics device for R for creating bitmap output
R-cran-Hmisc-3.10.1_9.txz Harrell Miscellaneous functions useful for data analysis
R-cran-KFAS-1.3.3.txz Kalman filter and smoothers for exponential family state space models
R-cran-LearnBayes-2.15.1.txz Functions for Learning Bayesian Inference