## Description

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

Property | Value |
---|---|

Distribution | FreeBSD 11 |

Repository | FreeBSD Ports Quarterly i386 |

Package filename | R-cran-CVST-0.2.2_2.txz |

Package name | R-cran-CVST |

Package version | 0.2.2 |

Package release | 2 |

Package architecture | i386 |

Package type | txz |

Category | math |

Homepage | https://cran.r-project.org/web/packages/CVST/ |

License | GPLv2+ |

Maintainer | tota@FreeBSD.org |

Download size | 84.22 KB |

Installed size | 89.89 KB |

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/

## Alternatives

Package | Version | Architecture | Repository |
---|---|---|---|

R-cran-CVST-0.2.2_2.txz | 0.2.2 | amd64 | FreeBSD Ports Latest |

R-cran-CVST-0.2.2_2.txz | 0.2.2 | i386 | FreeBSD Ports Latest |

R-cran-CVST-0.2.2_2.txz | 0.2.2 | amd64 | FreeBSD Ports Quarterly |

R-cran-CVST | - | - | - |

## Requires

Name | Value |
---|---|

R | = 3.6.1_2 |

R-cran-kernlab | = 0.9.27_2 |

## Download

Type | URL |
---|---|

Mirror | pkg.freebsd.org |

Binary Package | R-cran-CVST-0.2.2_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_8.txz | Change Anomaly Detection |

R-cran-DBI-1.0.0_2.txz | R Database Interface |

R-cran-DCluster-0.2.7_4.txz | Functions for the detection of spatial clusters of diseases |

R-cran-DEoptimR-1.0.8_3.txz | Differential Evolution Optimization in Pure R |

R-cran-DRR-0.0.3_2.txz | Dimensionality Reduction via Regression |

R-cran-DT-0.9.txz | Wrapper of the JavaScript Library 'DataTables' |

R-cran-Defaults-1.1.1_12.txz | Create Global Function Defaults |

R-cran-DiagrammeR-1.0.1_1.txz | Create Diagrams and Flowcharts Using R |

R-cran-DoE.base-1.1.3_1.txz | Full Factorials, Orthogonal Arrays and Base Utilities for DoE |

R-cran-Formula-1.2.3_2.txz | Extended Model Formulas |

R-cran-FrF2-1.7.3_1.txz | Statistical Methods for Quality Science |

R-cran-GDD-0.1.13.1_14.txz | Graphics device for R for creating bitmap output |

R-cran-Hmisc-3.10.1_11.txz | Harrell Miscellaneous functions useful for data analysis |

R-cran-KFAS-1.3.7_1.txz | Kalman filter and smoothers for exponential family state space models |

R-cran-LearnBayes-2.15.1_2.txz | Functions for Learning Bayesian Inference |

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