An ensemble classifier for multiclass classification. This is a novel classifier that natively works as an ensemble. It projects data on a large number of matrices, and uses very simple classifiers on each of these projections. The results are then combined, ideally via Dempster-Shafer Calculus.

Author | Mohit Dayal |

Date of publication | 2016-02-22 22:43:49 |

Maintainer | Mohit Dayal <mohitdayal2000@gmail.com> |

License | GPL-3 |

Version | 1.3.2 |

**ab.dist:** Distance Functions for nearest neighbours

**basis_random:** Generate a random basis

**bel:** Building Belief Functions

**bpa:** Basic Probability Assignment Objects

**bpamat:** Matrices of Basic Probability Assignment Objects

**cancer:** Wisconsin Breast Cancer Data from UCI website

**combine:** Combining Basic Probability Assignments

**ensemble:** Ensemble Objects for Classification

**get.NN:** Function to find the nearest neighbours

**least.k:** Functions to find the few smallest elements in a vector.

**MuViCP-package:** MuViCP

MuViCP

MuViCP/NAMESPACE

MuViCP/NEWS

MuViCP/data

MuViCP/data/cancer.RData

MuViCP/R

MuViCP/R/combine.R
MuViCP/R/bpa.R
MuViCP/R/knn_header.R
MuViCP/R/bases.R
MuViCP/R/bpamat.R
MuViCP/R/Ensemble.R
MuViCP/R/print_methods.R
MuViCP/R/Belief.R
MuViCP/MD5

MuViCP/DESCRIPTION

MuViCP/man

MuViCP/man/bpamat.Rd
MuViCP/man/combine.Rd
MuViCP/man/cancer.Rd
MuViCP/man/basis_random.Rd
MuViCP/man/get.NN.Rd
MuViCP/man/MuViCP-package.Rd
MuViCP/man/bel.Rd
MuViCP/man/ensemble.Rd
MuViCP/man/bpa.Rd
MuViCP/man/least.k.Rd
MuViCP/man/ab.dist.Rd
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