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MuViCP (version 1.3.2)

MultiClass Visualizable Classification using Combination of Projections

Description

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.

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Version

Install

install.packages('MuViCP')

Monthly Downloads

116

Version

1.3.2

License

GPL-3

Maintainer

Last Published

February 22nd, 2016

Functions in MuViCP (1.3.2)

get.NN

Function to find the nearest neighbours
least.k

Functions to find the few smallest elements in a vector.
ensemble

Ensemble Objects for Classification
bpa

Basic Probability Assignment Objects
bel.builder

Building Belief Functions
combine.ds

Combining Basic Probability Assignments
MuViCP-package

MuViCP
basis_random

Generate a random basis
cancer

Wisconsin Breast Cancer Data from UCI website
ab.dist

Distance Functions for nearest neighbours
bpamat

Matrices of Basic Probability Assignment Objects