SODC: Optimal Discriminant Clustering(ODC) and Sparse Optimal Discriminant Clustering(SODC)
Version 1.0

To implement two clustering methods, ODC and SODC, for clustering datasets using optimal scoring, can also be used as an dimension reduction tool.

Browse man pages Browse package API and functions Browse package files

AuthorYanhong Wang
Date of publication2013-05-23 15:53:51
MaintainerYanhong Wang <wangyanhongws@gmail.com>
LicenseGPL-2
Version1.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("SODC")

Man pages

clust.kappa: Agreement of Two Subset
get.B.inorder: Get Ordered Predictors Matrix
get.bj: Jth Group Submatrix of B
get.hnx.B.initialW: Get initial input for SODC
get.w.remove.j: W as an vector
hclust.wrap: hierarchical Clustering
my.lasso.classify: Sparse Optimal Discriminant Clustering
my.normdata.gen: Multipal normal data set with three clusters generation
odc.clust: Optimal Discriminant Clustering
odc.cv: Optimal Discriminant Clustering
odc.optimallambda2: Prediction and Cross-Validation Selection of Tuning parameter...
sodc.clust: Sparse Optimal Discriminant Clustering
sodc.optimallambda1.boot.all: Prediction and Kappa Selection of Tuning parameter lambda1 in...
SODC-package: Sparse Optimal Discriminant Clustering

Functions

SODC Man page
SODC-package Man page
clust.kappa Man page Source code
get.B.inorder Man page Source code
get.bj Man page Source code
get.hnx.B.initialW Man page Source code
get.w.remove.j Man page Source code
hclust.wrap Man page Source code
my.lasso.classify Man page Source code
my.normdata.gen Man page Source code
odc.clust Man page Source code
odc.cv Man page Source code
odc.optimallambda2 Man page Source code
sodc.clust Man page Source code
sodc.optimallambda1.boot.all Man page Source code

Files

MD5
man
man/sodc.optimallambda1.boot.all.Rd
man/sodc.clust.Rd
man/odc.optimallambda2.Rd
man/odc.cv.Rd
man/odc.clust.Rd
man/my.normdata.gen.Rd
man/my.lasso.classify.Rd
man/hclust.wrap.Rd
man/get.w.remove.j.Rd
man/get.hnx.B.initialW.Rd
man/get.bj.Rd
man/get.B.inorder.Rd
man/clust.kappa.Rd
man/SODC-package.Rd
R
R/sodc.optimallambda1.boot.all.R
R/sodc.clust.R
R/odc.optimallambda2.R
R/odc.cv.R
R/odc.clust.R
R/my.normdata.gen.R
R/my.lasso.classify.R
R/hclust.wrap.R
R/get.w.remove.j.R
R/get.hnx.B.initialW.R
R/get.bj.R
R/get.B.inorder.R
R/clust.kappa.R
NAMESPACE
DESCRIPTION
SODC documentation built on May 20, 2017, 4:47 a.m.