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 |

**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

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

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All documentation is copyright its authors; we didn't write any of that.