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

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

Author
Yanhong Wang
Date of publication
2013-05-23 15:53:51
Maintainer
Yanhong Wang <wangyanhongws@gmail.com>
License
GPL-2
Version
1.0

View on CRAN

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

Files in this package

SODC
SODC/MD5
SODC/man
SODC/man/sodc.optimallambda1.boot.all.Rd
SODC/man/sodc.clust.Rd
SODC/man/odc.optimallambda2.Rd
SODC/man/odc.cv.Rd
SODC/man/odc.clust.Rd
SODC/man/my.normdata.gen.Rd
SODC/man/my.lasso.classify.Rd
SODC/man/hclust.wrap.Rd
SODC/man/get.w.remove.j.Rd
SODC/man/get.hnx.B.initialW.Rd
SODC/man/get.bj.Rd
SODC/man/get.B.inorder.Rd
SODC/man/clust.kappa.Rd
SODC/man/SODC-package.Rd
SODC/R
SODC/R/sodc.optimallambda1.boot.all.R
SODC/R/sodc.clust.R
SODC/R/odc.optimallambda2.R
SODC/R/odc.cv.R
SODC/R/odc.clust.R
SODC/R/my.normdata.gen.R
SODC/R/my.lasso.classify.R
SODC/R/hclust.wrap.R
SODC/R/get.w.remove.j.R
SODC/R/get.hnx.B.initialW.R
SODC/R/get.bj.R
SODC/R/get.B.inorder.R
SODC/R/clust.kappa.R
SODC/NAMESPACE
SODC/DESCRIPTION