DWD: DWD implementation based on A IPM SOCP solver

Share:

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).

Author
Hanwen Huang, Perry Haaland, Xiaosun Lu, Yufeng Liu, J. S. Marron
Date of publication
None
Maintainer
Hanwen Huang <hanwenh@email.unc.edu>
License
GPL-2
Version
0.10

View on R-Forge

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

Files in this package

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