MuViCP v1.3.2

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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.

Functions in MuViCP

Name Description
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
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Details

Type Package
Date 2016-02-22
License GPL-3
NeedsCompilation no
Packaged 2016-02-22 18:07:24 UTC; mohit
Repository CRAN
Date/Publication 2016-02-22 22:43:49

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