locClass: Collection of Local Classification Methods

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Collection of diverse local classification methods such as local versions of linear discriminant analysis, Fisher discriminant analysis and logistic regression.

Author
Julia Schiffner and Stefanie Hillebrand
Date of publication
None
Maintainer
Julia Schiffner <schiffner@statistik.tu-dortmund.de>
License
GPL-2
Version
0.1-1
URLs

View on R-Forge

Man pages

constant
Constant Classifier
constantModel
Combine Model-based Recursive Partitioning with a Constant...
dalda
Discriminant Adaptive Linear Discriminant Analysis
dalr
Discriminant Adaptive Logistic Regression
damultinom
Discriminant Adaptive Multinomial Log-linear Models
dannet
Discriminant Adaptive Neural Network
daqda
Discriminant Adaptive Quadratic Discriminant Analysis
dasvm
Discriminant Adaptive Support Vector Machine
FLXMCL
Class "FLXMCL"
FLXMCLconstant
Mixtures of Constant Classifiers
FLXMCLlda
Mixtures of Linear Discriminant Analysis Models
FLXMCLmultinom
Mixtures of Multinomial Regression Models
FLXMCLnnet
Mixtures of Neural Networks
FLXMCLqda
Mixtures of Quadratic Discriminant Analysis Models
FLXMCLsvm
Mixtures of Support Vector Machines
FLXPwlda
Creator Function for the Concomitant Variable Model based on...
FLXPwlda-class
Class "FLXPwlda"
kda
Kernel Classification Rules
kmc
K-Means Classification
ldaModel
Combine Model-based Recursive Partitioning with Linear...
multinomModel
Combine Model-based Recursive Partitioning with Multinomial...
myfitted
Extract Fitted Values
mypredict
Predict Values
nnetGradient
Calculate value of objective function and gradient for a...
nnetModel
Combine Model-based Recursive Partitioning with Neural...
oslda
Observation Specific Linear Discriminant Analysis
osmultinom
Observation Specific Multinomial Log-linear Models
osnnet
Observation Specific Neural Networks
osqda
Observation Specific Quadratic Discriminant Analysis
ossvm
Observation Specific Support Vector Machines
predict.constant
Classify Multivariate Observations Based on the Constant...
predict.dalda
Classify Multivariate Observations Based on Discriminant...
predict.dalr
Classify Multivariate Observations Based on Discriminant...
predict.damultinom
Predict New Examples by a Trained Discriminant Adaptive...
predict.dannet
Predict New Examples by a Trained Discriminant Adaptive...
predict.daqda
Classify Multivariate Observations Based on Discriminant...
predict.dasvm
Predict Method for Discriminant Adaptive Support Vector...
predict.kda
Classify Multivariate Observations Based on Kernel Rules
predict.kmc
K-means Classification
predict.oslda
Classify Multivariate Observations Based on Observation...
predict.osmultinom
Predict New Examples Based on Observation Specific...
predict.osnnet
Predict New Examples Based on Observation Specific Neural...
predict.osqda
Classify Multivariate Observations Based on Observation...
predict.ossvm
Predict New Observations with Observation Specific Support...
predict.wlda
Classify Multivariate Observations Based on Weighted Linear...
predict.wqda
Classify Multivariate Observations Based on Weighted...
predict.wsvm
Predict New Examples by a Trained (Weighted) Support Vector...
qdaModel
Combine Model-based Recursive Partitioning with Quadratic...
svmModel
Combine Model-based Recursive Partitioning with Support...
wfs
Generation of Window Functions
wlda
Weighted Linear Discriminant Analysis
wqda
Weighted Quadratic Discriminant Analysis
wsvm
Weighted Support Vector Machines

Files in this package

locClass
locClass/R
locClass/R/dasvm.R
locClass/R/Model_svm.R
locClass/R/daqda.R
locClass/R/dannet.R
locClass/R/checkwf.R
locClass/R/generatewf.R
locClass/R/FLXP.R
locClass/R/Model_multinom.R
locClass/R/wlda.R
locClass/R/Model_qda.R
locClass/R/oslda.R
locClass/R/kda.R
locClass/R/constant.R
locClass/R/damultinom.R
locClass/R/Model_nnet.R
locClass/R/dalda.R
locClass/R/ossvm.R
locClass/R/Model_lda.R
locClass/R/FLXMCL.R
locClass/R/FLXMCLlda.R
locClass/R/osqda.R
locClass/R/Model_constant.R
locClass/R/wsvm.R
locClass/R/kmc.R
locClass/R/FLXMCLconstant.R
locClass/R/FLXMCLmultinom.R
locClass/R/FLXMCLsvm.R
locClass/R/FLXMCLqda.R
locClass/R/dalr.R
locClass/R/osnnet.R
locClass/R/osmultinom.R
locClass/R/FLXMCLnnet.R
locClass/R/wqda.R
locClass/COPYRIGHT_LIBSVM
locClass/NAMESPACE
locClass/inst
locClass/inst/tests
locClass/inst/tests/test_FLXMCLconstant.R
locClass/inst/tests/test_osnnet.R
locClass/inst/tests/test_dasvm.R
locClass/inst/tests/test_wqda.R
locClass/inst/tests/test_damultinom.R
locClass/inst/tests/test_mobMultinomModel.R
locClass/inst/tests/test_constant.R
locClass/inst/tests/test_wlda.r
locClass/inst/tests/test_FLXMCLnnet.R
locClass/inst/tests/test_FLXMCLlda.R
locClass/inst/tests/test_mobLdaModel.R
locClass/inst/tests/test_dannet.R
locClass/inst/tests/test_daqda.R
locClass/inst/tests/test_osmultinom.R
locClass/inst/tests/test_mobSvmModel.R
locClass/inst/tests/test_wsvm.R
locClass/inst/tests/test_dalda.r
locClass/inst/tests/test_FLXMCLqda.R
locClass/inst/tests/test_ossvm.R
locClass/inst/tests/test_kda.R
locClass/inst/tests/test_FLXMCLmultinom.R
locClass/inst/tests/test_osqda.R
locClass/inst/tests/test_mobNnetModel.R
locClass/inst/tests/test_mobQdaModel.R
locClass/inst/tests/test_FLXMCLsvm.R
locClass/inst/tests/test_dalr.r
locClass/inst/tests/test_oslda.R
locClass/inst/tests/test_mobConstantModel.R
locClass/DESCRIPTION
locClass/man
locClass/man/predict.wsvm.Rd
locClass/man/oslda.Rd
locClass/man/FLXMCLconstant.Rd
locClass/man/osmultinom.Rd
locClass/man/mypredict.Rd
locClass/man/nnetGradient.Rd
locClass/man/dalda.Rd
locClass/man/myfitted.Rd
locClass/man/predict.kmc.Rd
locClass/man/predict.dannet.Rd
locClass/man/FLXMCLlda.Rd
locClass/man/constantModel.Rd
locClass/man/FLXMCL.Rd
locClass/man/ldaModel.Rd
locClass/man/wlda.Rd
locClass/man/predict.dalr.Rd
locClass/man/multinomModel.Rd
locClass/man/kmc.Rd
locClass/man/predict.oslda.Rd
locClass/man/predict.daqda.Rd
locClass/man/wsvm.Rd
locClass/man/svmModel.Rd
locClass/man/predict.dasvm.Rd
locClass/man/wqda.Rd
locClass/man/FLXPwlda-class.Rd
locClass/man/qdaModel.Rd
locClass/man/predict.dalda.Rd
locClass/man/dasvm.Rd
locClass/man/wfs.Rd
locClass/man/osnnet.Rd
locClass/man/predict.wqda.Rd
locClass/man/FLXMCLnnet.Rd
locClass/man/constant.Rd
locClass/man/predict.osnnet.Rd
locClass/man/FLXMCLsvm.Rd
locClass/man/kda.Rd
locClass/man/osqda.Rd
locClass/man/dannet.Rd
locClass/man/FLXMCLmultinom.Rd
locClass/man/dalr.Rd
locClass/man/predict.wlda.Rd
locClass/man/predict.damultinom.Rd
locClass/man/daqda.Rd
locClass/man/FLXPwlda.Rd
locClass/man/nnetModel.Rd
locClass/man/predict.constant.Rd
locClass/man/predict.kda.Rd
locClass/man/damultinom.Rd
locClass/man/FLXMCLqda.Rd
locClass/man/predict.osqda.Rd
locClass/man/predict.osmultinom.Rd
locClass/man/ossvm.Rd
locClass/man/predict.ossvm.Rd
locClass/src
locClass/src/sparse.h
locClass/src/predkda.c
locClass/src/svm.cpp
locClass/src/wf.c
locClass/src/sparse.c
locClass/src/Makevars
locClass/src/mynnet.h
locClass/src/wf.h
locClass/src/predossvm.c
locClass/src/predosqda.c
locClass/src/predosnnet.c
locClass/src/predoslda.c
locClass/src/svm.h
locClass/src/wsvm.c