aucm: AUC Maximization

Implements methods for identifying linear and nonlinear marker combinations that maximizes the Area Under the AUC Curve (AUC).

AuthorYouyi Fong <youyifong@gmail.com>, Krisztian Sebestyen <ksebestyen@gmail.com>, Shuxin Yin <yinshuxin05@gmail.com>, Ying Huang <yhuang124@gmail.com>
Date of publication2016-01-02 09:51:09
MaintainerYouyi Fong <youyifong@gmail.com>
LicenseGPL-2
Version2016.1-2

View on CRAN

Functions

addRoc Man page
auc Man page
auc.dca Man page
aucm Man page
bupa Man page
classification.error Man page
cleveland Man page
coef.auc Man page
coef.rlogit Man page
computeRoc Man page
control.minQuad Man page
dcsauc Man page
dcsauc.f Man page
eauc Man page
fast.auc Man page
getQ Man page
getQ Man page
get.X.diff Man page
get.X.diff.default Man page
get.X.diff.formula Man page
grid.auc Man page
kyphosis Man page
logistic.f Man page
minQuad Man page
minQuad Man page
nsv Man page
nsv.rauc Man page
phi.f Man page
plot.gridsearch Man page
plot.rauc Man page
plotRoc Man page
predict.auc Man page
predict.rlogit Man page
print.auc Man page
print.minQuad Man page
ramp.f Man page
ramp.f Man page
ratio Man page
ratio.auc Man page
ratio.glm Man page
ratio.rlogit Man page
rauc Man page
rlogit Man page
sauc.phi Man page
sim.d20c Man page
sim.dat.1 Man page
sim.disc Man page
sim.easy Man page
sim.MH1 Man page
sim.MH11 Man page
sim.MH2 Man page
sim.mix Man page
sim.NL Man page
sim.NL1 Man page
sim.p1 Man page
sim.pepe.2 Man page
sim.ring Man page
simulations Man page
sim.YH1 Man page
sim.YH2 Man page
skin.orange Man page
smooth.rauc Man page
srauc Man page
summary.auc Man page
trainauc Man page
trainauc.auc Man page
trainauc.glm Man page
trainauc.rlogit Man page
vcov.gridsearch Man page
vcov.rauc Man page
vcov.sauc Man page

Files

aucm
aucm/inst
aucm/inst/additionalTests
aucm/inst/additionalTests/auc.R
aucm/inst/unitTests
aucm/inst/unitTests/runRUnitTests.R
aucm/inst/unitTests/Makefile
aucm/inst/unitTests/report.txt
aucm/inst/unitTests/runit.srauc.R
aucm/inst/unitTests/runit.rauc.R
aucm/tests
aucm/tests/doRUnit.R
aucm/src
aucm/src/matrix.c
aucm/src/Makevars
aucm/src/working_set.h
aucm/src/dbreakpt.c
aucm/src/solveQuad.c
aucm/src/dtron.c
aucm/src/dgpnrm.c
aucm/src/dtrpcg.c
aucm/src/working_set.c
aucm/src/misc.c
aucm/src/loqo.h
aucm/src/dcauchy.c
aucm/src/dspcg.c
aucm/src/dtrqsol.c
aucm/src/minQuad_QP.c
aucm/src/minQuad.c
aucm/src/dcsauc_decomp.c
aucm/src/random.h
aucm/src/random.c
aucm/src/dprsrch.c
aucm/src/dcsauc_tron.c
aucm/src/sort.c
aucm/src/dprecond.c
aucm/src/minQuad_QP.h
aucm/src/srauc_tron_decomp.c
aucm/src/minQuad_2.c
aucm/src/loqo.c
aucm/src/sort.h
aucm/src/minQuad.h
aucm/src/qp_exhaustive.c
aucm/src/qp_exhaustive.h
aucm/src/C_dgesv.c
aucm/src/Makevars.win
aucm/src/dgpstep.c
aucm/src/qp_solvers.c
aucm/src/matrix.h
aucm/NAMESPACE
aucm/data
aucm/data/bupa.rda
aucm/data/kyphosis.rda
aucm/data/cleveland.rda
aucm/R
aucm/R/grid.auc.R aucm/R/loqo.R aucm/R/dc_auc.R
aucm/R/rlogit.r
aucm/R/minQuad.R aucm/R/rauc.R aucm/R/eauc.R aucm/R/sauc.R aucm/R/simulations.R aucm/R/get_K_Q.R aucm/R/roc.R aucm/R/auc.R
aucm/MD5
aucm/DESCRIPTION
aucm/ChangeLog
aucm/man
aucm/man/kyphosis.Rd aucm/man/auc.dca.Rd aucm/man/getQ.Rd aucm/man/ramp.f.Rd aucm/man/aucm.Rd aucm/man/control.minQuad.Rd aucm/man/simulations.Rd aucm/man/rauc.Rd aucm/man/auc.Rd aucm/man/sauc.phi.Rd aucm/man/minQuad.Rd aucm/man/get.X.diff.Rd aucm/man/roc.Rd aucm/man/grid.auc.Rd aucm/man/cleveland.Rd aucm/man/bupa.Rd aucm/man/rlogit.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

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