Package: MuViCP 1.3.2
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.
Authors:
MuViCP_1.3.2.tar.gz
MuViCP_1.3.2.zip(r-4.5)MuViCP_1.3.2.zip(r-4.4)MuViCP_1.3.2.zip(r-4.3)
MuViCP_1.3.2.tgz(r-4.4-any)MuViCP_1.3.2.tgz(r-4.3-any)
MuViCP_1.3.2.tar.gz(r-4.5-noble)MuViCP_1.3.2.tar.gz(r-4.4-noble)
MuViCP_1.3.2.tgz(r-4.4-emscripten)MuViCP_1.3.2.tgz(r-4.3-emscripten)
MuViCP.pdf |MuViCP.html✨
MuViCP/json (API)
NEWS
| # Install 'MuViCP' in R: |
| install.packages('MuViCP', repos = c('https://dmohit.r-universe.dev', 'https://cloud.r-project.org')) |
- cancer - Wisconsin Breast Cancer Data from UCI website
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 9 years agofrom:328b6b03fb. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 27 2024 |
| R-4.5-win | OK | Oct 27 2024 |
| R-4.5-linux | OK | Oct 27 2024 |
| R-4.4-win | OK | Oct 27 2024 |
| R-4.4-mac | OK | Oct 27 2024 |
| R-4.3-win | OK | Oct 27 2024 |
| R-4.3-mac | OK | Oct 27 2024 |
Exports:ab.distab.dist.matYbasis_randombpabpamatcombine.bpa.bscombine.bpa.dscombine.bpa.list.bscombine.bpa.list.dscombine.bpamat.bscombine.bpamat.dscombine.bpamat.list.bscombine.bpamat.list.dscombine.bscombine.dsensembleeu.disteu.dist.matYget.NNjit_bel.builderkde_bel.builderknn_bel.builderleast.kleast.pmh.distmh.dist.matYwhich.least.kwhich.least.p
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| MuViCP | MuViCP-package MuViCP |
| Distance Functions for nearest neighbours | ab.dist ab.dist.matY eu.dist eu.dist.matY mh.dist mh.dist.matY |
| Generate a random basis | basis_random |
| Building Belief Functions | jit_bel.builder kde_bel.builder knn_bel.builder |
| Basic Probability Assignment Objects | bpa print.bpa |
| Matrices of Basic Probability Assignment Objects | bpamat print.bpamat |
| Wisconsin Breast Cancer Data from UCI website | cancer |
| Combining Basic Probability Assignments | combine.bpa.bs combine.bpa.ds combine.bpa.list.bs combine.bpa.list.ds combine.bpamat.bs combine.bpamat.ds combine.bpamat.list.bs combine.bpamat.list.ds combine.bs combine.ds |
| Ensemble Objects for Classification | ensemble |
| Function to find the nearest neighbours | get.NN |
| Functions to find the few smallest elements in a vector. | least.k least.p which.least.k which.least.p |
