DWD: DWD implementation based on A IPM SOCP solver
Version 0.10

This package provides the implementation of distance weighted discrimination (DWD) using an interior point method for the solution of second order cone programming problems, originally described by K.C. Toh, M.J. Todd, R.H. Tutuncu (1999).

Browse man pages Browse package API and functions Browse package files

AuthorHanwen Huang, Perry Haaland, Xiaosun Lu, Yufeng Liu, J. S. Marron
Date of publicationNone
MaintainerHanwen Huang <hanwenh@email.unc.edu>
LicenseGPL-2
Version0.10
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("DWD", repos="http://R-Forge.R-project.org")

Man pages

kdwd: Distance Weighted Discrimination
kdwd-class: Class "kdwd"
musk: Musk data set
predict.kdwd: predict method for DWD object
promotergene: E. coli promoter gene sequences (DNA)
reuters: Reuters Text Data
solve_QP_SOCP: Solve a Quadratic Programming Problem
spam: Spam E-mail Database
spirals: Spirals Dataset
sqlp: Solve Second Order Cone Programs
sqlpData: SOCP input Data
ticdata: The Insurance Company Data

Functions

AXfun Source code
Arrow Source code
Atyfun Source code
DWD1SM Source code
DWD1SM_weight Source code
Diag Source code
NTcorr Source code
NTdirfun Source code
NTpred Source code
NTrhsfun Source code
NTscaling Source code
b0 Man page
b0,kdwd-method Man page
blkcholfun Source code
blktrace Source code
checkdense Source code
checkdepconstr Source code
classAgreement Source code
cross,kdwd-method Man page
detect_ublk Source code
dwdHH Source code
error,kdwd-method Man page
findcoeff Source code
fitted,kdwd-method Man page
index,kdwd-method Man page
infeaspt Source code
kcall,kdwd-method Man page
kdwd Man page
kdwd,formula-method Man page
kdwd,matrix-method Man page
kdwd-class Man page
lev,kdwd-method Man page
linsysolve Source code
linsysolvefun Source code
matvec Source code
matvecsp Source code
mdwd Source code
mexMatvec Source code
mexexpand Source code
mexqops Source code
mexschurfun Source code
mextriang Source code
mextriangsp Source code
musk Man page
mybicgstab Source code
mytimed Source code
na.action,kdwd-method Man page
nclass,kdwd-method Man page
nnz Source code
normsvd Source code Source code Source code Source code
obj Man page
obj,kdwd-method Man page
ones Source code
ops Source code
precond Source code
predict,kdwd-method Man page
predict.kdwd Man page
promotergene Man page
qops Source code
qprod Source code
rdist Source code Source code Source code
reuters Man page
rlabels Man page
scaling Man page
scaling,kdwd-method Man page
schurmat_lblk Source code
schurmat_qblk Source code
sepelimdwd Source code
sepelimdwdHH Source code
sepelimdwd_weight Source code
sepelimmdwd Source code
solve_QP_SOCP Man page Source code
spam Man page
speye Source code
spirals Man page
sqlp Man page Source code
sqlpData Man page
sqlparameters Source code
sqlpmisc Source code
sqlpsummary Source code
steplength Source code
symqmr Source code
terms,kdwd-method Man page
ticdata Man page
tt Source code
type,kdwd-method Man page
validate Source code
w,kdwd-method Man page
zeros Source code

Files

data
data/promotergene.rda
data/spirals.rda
data/musk.rda
data/spam.rda
data/ticdata.rda
data/reuters.rda
data/sqlpData.rda
R
R/NTscaling.R
R/solve_QP_SOCP.R
R/mybicgstab.R
R/sqlpsummary.R
R/linsysolvefun.R
R/NTpred.R
R/mextriangsp.R
R/functions.R
R/qprod.R
R/mexMatvec.R
R/infeaspt.R
R/qops.R
R/checkdepconstr.R
R/schurmat_lblk.R
R/mytimed.R
R/steplength.R
R/mextriang.R
R/NTcorr.R
R/symqmr.R
R/dwd.R
R/dwd_weight.R
R/linsysolve.R
R/blkcholfun.R
R/dwdHH.R
R/kdwd.R
R/mexqops.R
R/mdwd.R
R/detect_ublk.R
R/schurmat_qblk.R
R/checkdense.R
R/AXfun.R
R/ops.R
R/sqlp.R
R/mexschurfun.R
R/sqlpmisc.R
R/Atyfun.R
R/NTdirfun.R
R/Arrow.R
R/validate.R
R/mexexpand.R
R/sqlparameters.R
R/NTrhsfun.R
R/blktrace.R
NAMESPACE
inst
inst/doc
inst/doc/DWD.Rnw
inst/doc/DWD.pdf
DESCRIPTION
.project
man
man/sqlpData.Rd
man/spam.Rd
man/solve_QP_SOCP.Rd
man/predict.kdwd.Rd
man/reuters.Rd
man/ticdata.Rd
man/kdwd.Rd
man/spirals.Rd
man/musk.Rd
man/sqlp.Rd
man/promotergene.Rd
man/kdwd-class.Rd
src
src/mexqops_c.c
src/Makevars
src/mexMatvec_c.c
src/mexschurfun_c.c
src/mextriangsp_c.c
src/mexexpand_c.c
src/mextriang_c.c
DWD documentation built on May 21, 2017, 12:58 a.m.