Files in jkrijthe/RSSL
Implementations of Semi-Supervised Learning Approaches for Classification
.Rbuildignore
.github/.gitignore
.github/workflows/R-CMD-check.yaml
.github/workflows/test-coverage.yaml
.gitignore
.travis.yml
DESCRIPTION
NAMESPACE
R/Classifier.R
R/CrossValidation.R
R/EMLeastSquaresClassifier.R
R/EMLinearDiscriminantClassifier.R
R/EMNearestMeanClassifier.R
R/EntropyRegularizedLogisticRegression.R
R/Evaluate.R
R/GRFClassifier.R
R/GenerateSSLData.R
R/Generics.R
R/HelperFunctions.R
R/ICLeastSquaresClassifier.R
R/ICLinearDiscriminantClassifier.R
R/KernelICLeastSquaresClassifier.R
R/KernelLeastSquaresClassifier.R
R/LaplacianKernelLeastSquaresClassifier.R
R/LaplacianSVM.R
R/LearningCurve.R
R/LeastSquaresClassifier.R
R/LinearDiscriminantClassifier.R
R/LinearSVM.R
R/LogisticLossClassifier.R
R/LogisticRegression.R
R/MCLinearDiscriminantClassifier.R
R/MCNearestMeanClassifier.R
R/MCPLDA.R
R/MajorityClassClassifier.R
R/Measures.R
R/NearestMeanClassifier.R
R/NormalBasedClassifier.R
R/Plotting.R
R/QuadraticDiscriminantClassifier.R
R/RSSL-package.R
R/RcppExports.R
R/S4VM.R
R/SVM.R
R/SelfLearning.R
R/TSVM.R
R/USMLeastSquaresClassifier.R
R/WellSVM.R
R/scaleMatrix.R
R/svmd.R
R/svmlin.R
R/testdata-data.R
README.Rmd
README.md
codecov.yml
cran-comments.md
data/diabetes.RData
data/svmlin_example.RData
data/testdata.RData
data/wdbc.RData
inst/CITATION
inst/examples/example-EntropyRegularizedLogisticRegression.R
inst/examples/example-GRFClassifier.R
inst/examples/example-KernelLeastSquaresClassifier.R
inst/examples/example-LaplacianKernelLeastSquaresClassifier.R
inst/examples/example-LaplacianSVM.R
inst/examples/example-S4VM.R
inst/examples/example-TSVM.R
inst/examples/example-WellSVM.R
man/BaseClassifier.Rd
man/CrossValidationSSL.Rd
man/EMLeastSquaresClassifier.Rd
man/EMLinearDiscriminantClassifier.Rd
man/EMNearestMeanClassifier.Rd
man/EntropyRegularizedLogisticRegression.Rd
man/GRFClassifier.Rd
man/Generate2ClassGaussian.Rd
man/GenerateFourClusters.Rd
man/GenerateSlicedCookie.Rd
man/ICLeastSquaresClassifier.Rd
man/ICLinearDiscriminantClassifier.Rd
man/KernelICLeastSquaresClassifier.Rd
man/KernelLeastSquaresClassifier.Rd
man/LaplacianKernelLeastSquaresClassifier.Rd
man/LaplacianSVM.Rd
man/LearningCurveSSL.Rd
man/LeastSquaresClassifier.Rd
man/LinearDiscriminantClassifier.Rd
man/LinearSVM-class.Rd
man/LinearSVM.Rd
man/LinearTSVM.Rd
man/LogisticLossClassifier-class.Rd
man/LogisticLossClassifier.Rd
man/LogisticRegression.Rd
man/LogisticRegressionFast.Rd
man/MCLinearDiscriminantClassifier.Rd
man/MCNearestMeanClassifier.Rd
man/MCPLDA.Rd
man/MajorityClassClassifier.Rd
man/NearestMeanClassifier.Rd
man/PreProcessing.Rd
man/PreProcessingPredict.Rd
man/QuadraticDiscriminantClassifier.Rd
man/RSSL-package.Rd
man/S4VM-class.Rd
man/S4VM.Rd
man/SSLDataFrameToMatrices.Rd
man/SVM.Rd
man/SelfLearning.Rd
man/TSVM.Rd
man/USMLeastSquaresClassifier-class.Rd
man/USMLeastSquaresClassifier.Rd
man/WellSVM.Rd
man/WellSVM_SSL.Rd
man/WellSVM_supervised.Rd
man/add_missinglabels_mar.Rd
man/adjacency_knn.Rd
man/c.CrossValidation.Rd
man/clapply.Rd
man/cov_ml.Rd
man/decisionvalues-methods.Rd
man/df_to_matrices.Rd
man/diabetes.Rd
man/evaluation-measures.Rd
man/find_a_violated_label.Rd
man/gaussian_kernel.Rd
man/generateABA.Rd
man/generateCrescentMoon.Rd
man/generateParallelPlanes.Rd
man/generateSpirals.Rd
man/generateTwoCircles.Rd
man/geom_classifier.Rd
man/geom_linearclassifier.Rd
man/harmonic_function.Rd
man/line_coefficients-methods.Rd
man/localDescent.Rd
man/logsumexp.Rd
man/loss-methods.Rd
man/losslogsum-methods.Rd
man/losspart-methods.Rd
man/minimaxlda.Rd
man/missing_labels.Rd
man/plot.CrossValidation.Rd
man/plot.LearningCurve.Rd
man/posterior-methods.Rd
man/predict-scaleMatrix-method.Rd
man/print.CrossValidation.Rd
man/print.LearningCurve.Rd
man/projection_simplex.Rd
man/responsibilities-methods.Rd
man/rssl-formatting.Rd
man/rssl-predict.Rd
man/sample_k_per_level.Rd
man/scaleMatrix.Rd
man/solve_svm.Rd
man/split_dataset_ssl.Rd
man/split_random.Rd
man/stat_classifier.Rd
man/stderror.Rd
man/summary.CrossValidation.Rd
man/svdinv.Rd
man/svdinvsqrtm.Rd
man/svdsqrtm.Rd
man/svmlin.Rd
man/svmlin_example.Rd
man/svmproblem.Rd
man/testdata.Rd
man/threshold.Rd
man/true_labels.Rd
man/wdbc.Rd
man/wellsvm_direct.Rd
man/wlda.Rd
man/wlda_error.Rd
man/wlda_loglik.Rd
src/.gitignore
src/GRFClassifier.cpp
src/Makevars
src/Makevars.win
src/RcppExports.cpp
src/Rsvm.c
src/init.c
src/ssl.cpp
src/ssl.h
src/svm.cpp
src/svm.h
src/svmlin_rcpp.cpp
src/utils.cpp
tests/testthat.R
tests/testthat/test-CrossValidation.R
tests/testthat/test-EMLeastSquaresClassifier.R
tests/testthat/test-EMNearestMeanClassifier.R
tests/testthat/test-EntropyRegularizedLogisticRegression.R
tests/testthat/test-GRFClassifier.R
tests/testthat/test-GenerateSSLData.R
tests/testthat/test-HelperFunctions.R
tests/testthat/test-ICLeastSquaresClassifier.R
tests/testthat/test-ICLinearDiscriminantClassifier.R
tests/testthat/test-KernelICLeastSquaresClassifier.R
tests/testthat/test-KernelLeastSquaresClassifier.R
tests/testthat/test-LaplacianKernelLeastSquaresClassifier.R
tests/testthat/test-LaplacianSVM.R
tests/testthat/test-LearningCurves.R
tests/testthat/test-LeastSquaresClassifier.R
tests/testthat/test-LinearDiscriminantClassifier.R
tests/testthat/test-LogisticLossClassifier.R
tests/testthat/test-LogisticRegression.R
tests/testthat/test-MCLinearDiscriminantClassifier.R
tests/testthat/test-MCNearestMeanClassifier.R
tests/testthat/test-MCPLDA.R
tests/testthat/test-NearestMeanClassifier.R
tests/testthat/test-QuadraticDiscriminantClassifier.R
tests/testthat/test-S4VM.R
tests/testthat/test-SVM.R
tests/testthat/test-SelfLearning.R
tests/testthat/test-TSVM.R
tests/testthat/test-USMLeastSquaresClassifier.R
tests/testthat/test-WellSVM.R
tests/testthat/test-svmlin.R
tools/example-1.png
