MuViCP: MultiClass Visualizable Classification using Combination of Projections

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

View on CRAN

Man pages

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

Files in this package

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