├── .Rbuildignore ├── .github ├── .gitignore └── workflows │ ├── R-CMD-check.yaml │ └── test-coverage.yaml ├── .gitignore ├── DESCRIPTION ├── NAMESPACE ├── R ├── Classifier.R ├── CrossValidation.R ├── EMLeastSquaresClassifier.R ├── EMLinearDiscriminantClassifier.R ├── EMNearestMeanClassifier.R ├── EntropyRegularizedLogisticRegression.R ├── Evaluate.R ├── GRFClassifier.R ├── GenerateSSLData.R ├── Generics.R ├── HelperFunctions.R ├── ICLeastSquaresClassifier.R ├── ICLinearDiscriminantClassifier.R ├── KernelICLeastSquaresClassifier.R ├── KernelLeastSquaresClassifier.R ├── LaplacianKernelLeastSquaresClassifier.R ├── LaplacianSVM.R ├── LearningCurve.R ├── LeastSquaresClassifier.R ├── LinearDiscriminantClassifier.R ├── LinearSVM.R ├── LogisticLossClassifier.R ├── LogisticRegression.R ├── MCLinearDiscriminantClassifier.R ├── MCNearestMeanClassifier.R ├── MCPLDA.R ├── MajorityClassClassifier.R ├── Measures.R ├── NearestMeanClassifier.R ├── NormalBasedClassifier.R ├── Plotting.R ├── QuadraticDiscriminantClassifier.R ├── RSSL-package.R ├── RcppExports.R ├── S4VM.R ├── SVM.R ├── SelfLearning.R ├── TSVM.R ├── USMLeastSquaresClassifier.R ├── WellSVM.R ├── scaleMatrix.R ├── svmd.R ├── svmlin.R └── testdata-data.R ├── README.Rmd ├── README.md ├── codecov.yml ├── cran-comments.md ├── data ├── diabetes.RData ├── svmlin_example.RData ├── testdata.RData └── wdbc.RData ├── inst ├── CITATION └── examples │ ├── example-EntropyRegularizedLogisticRegression.R │ ├── example-GRFClassifier.R │ ├── example-KernelLeastSquaresClassifier.R │ ├── example-LaplacianKernelLeastSquaresClassifier.R │ ├── example-LaplacianSVM.R │ ├── example-S4VM.R │ ├── example-TSVM.R │ └── example-WellSVM.R ├── man ├── BaseClassifier.Rd ├── CrossValidationSSL.Rd ├── EMLeastSquaresClassifier.Rd ├── EMLinearDiscriminantClassifier.Rd ├── EMNearestMeanClassifier.Rd ├── EntropyRegularizedLogisticRegression.Rd ├── GRFClassifier.Rd ├── Generate2ClassGaussian.Rd ├── GenerateFourClusters.Rd ├── GenerateSlicedCookie.Rd ├── ICLeastSquaresClassifier.Rd ├── ICLinearDiscriminantClassifier.Rd ├── KernelICLeastSquaresClassifier.Rd ├── KernelLeastSquaresClassifier.Rd ├── LaplacianKernelLeastSquaresClassifier.Rd ├── LaplacianSVM.Rd ├── LearningCurveSSL.Rd ├── LeastSquaresClassifier.Rd ├── LinearDiscriminantClassifier.Rd ├── LinearSVM-class.Rd ├── LinearSVM.Rd ├── LinearTSVM.Rd ├── LogisticLossClassifier-class.Rd ├── LogisticLossClassifier.Rd ├── LogisticRegression.Rd ├── LogisticRegressionFast.Rd ├── MCLinearDiscriminantClassifier.Rd ├── MCNearestMeanClassifier.Rd ├── MCPLDA.Rd ├── MajorityClassClassifier.Rd ├── NearestMeanClassifier.Rd ├── PreProcessing.Rd ├── PreProcessingPredict.Rd ├── QuadraticDiscriminantClassifier.Rd ├── RSSL-package.Rd ├── S4VM-class.Rd ├── S4VM.Rd ├── SSLDataFrameToMatrices.Rd ├── SVM.Rd ├── SelfLearning.Rd ├── TSVM.Rd ├── USMLeastSquaresClassifier-class.Rd ├── USMLeastSquaresClassifier.Rd ├── WellSVM.Rd ├── WellSVM_SSL.Rd ├── WellSVM_supervised.Rd ├── add_missinglabels_mar.Rd ├── adjacency_knn.Rd ├── c.CrossValidation.Rd ├── clapply.Rd ├── cov_ml.Rd ├── decisionvalues-methods.Rd ├── df_to_matrices.Rd ├── diabetes.Rd ├── evaluation-measures.Rd ├── find_a_violated_label.Rd ├── gaussian_kernel.Rd ├── generateABA.Rd ├── generateCrescentMoon.Rd ├── generateParallelPlanes.Rd ├── generateSpirals.Rd ├── generateTwoCircles.Rd ├── geom_classifier.Rd ├── geom_linearclassifier.Rd ├── harmonic_function.Rd ├── line_coefficients-methods.Rd ├── localDescent.Rd ├── logsumexp.Rd ├── loss-methods.Rd ├── losslogsum-methods.Rd ├── losspart-methods.Rd ├── minimaxlda.Rd ├── missing_labels.Rd ├── plot.CrossValidation.Rd ├── plot.LearningCurve.Rd ├── posterior-methods.Rd ├── predict-scaleMatrix-method.Rd ├── print.CrossValidation.Rd ├── print.LearningCurve.Rd ├── projection_simplex.Rd ├── responsibilities-methods.Rd ├── rssl-formatting.Rd ├── rssl-predict.Rd ├── sample_k_per_level.Rd ├── scaleMatrix.Rd ├── solve_svm.Rd ├── split_dataset_ssl.Rd ├── split_random.Rd ├── stat_classifier.Rd ├── stderror.Rd ├── summary.CrossValidation.Rd ├── svdinv.Rd ├── svdinvsqrtm.Rd ├── svdsqrtm.Rd ├── svmlin.Rd ├── svmlin_example.Rd ├── svmproblem.Rd ├── testdata.Rd ├── threshold.Rd ├── true_labels.Rd ├── wdbc.Rd ├── wellsvm_direct.Rd ├── wlda.Rd ├── wlda_error.Rd └── wlda_loglik.Rd ├── src ├── .gitignore ├── GRFClassifier.cpp ├── Makevars ├── Makevars.win ├── RcppExports.cpp ├── Rsvm.c ├── init.c ├── ssl.cpp ├── ssl.h ├── svm.cpp ├── svm.h ├── svmlin_rcpp.cpp └── utils.cpp ├── tests ├── testthat.R └── testthat │ ├── test-CrossValidation.R │ ├── test-EMLeastSquaresClassifier.R │ ├── test-EMNearestMeanClassifier.R │ ├── test-EntropyRegularizedLogisticRegression.R │ ├── test-GRFClassifier.R │ ├── test-GenerateSSLData.R │ ├── test-HelperFunctions.R │ ├── test-ICLeastSquaresClassifier.R │ ├── test-ICLinearDiscriminantClassifier.R │ ├── test-KernelICLeastSquaresClassifier.R │ ├── test-KernelLeastSquaresClassifier.R │ ├── test-LaplacianKernelLeastSquaresClassifier.R │ ├── test-LaplacianSVM.R │ ├── test-LearningCurves.R │ ├── test-LeastSquaresClassifier.R │ ├── test-LinearDiscriminantClassifier.R │ ├── test-LogisticLossClassifier.R │ ├── test-LogisticRegression.R │ ├── test-MCLinearDiscriminantClassifier.R │ ├── test-MCNearestMeanClassifier.R │ ├── test-MCPLDA.R │ ├── test-NearestMeanClassifier.R │ ├── test-QuadraticDiscriminantClassifier.R │ ├── test-S4VM.R │ ├── test-SVM.R │ ├── test-SelfLearning.R │ ├── test-TSVM.R │ ├── test-USMLeastSquaresClassifier.R │ ├── test-WellSVM.R │ └── test-svmlin.R └── tools └── example-1.png /.Rbuildignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/.Rbuildignore -------------------------------------------------------------------------------- /.github/.gitignore: -------------------------------------------------------------------------------- 1 | *.html 2 | -------------------------------------------------------------------------------- /.github/workflows/R-CMD-check.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/.github/workflows/R-CMD-check.yaml -------------------------------------------------------------------------------- /.github/workflows/test-coverage.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/.github/workflows/test-coverage.yaml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/.gitignore -------------------------------------------------------------------------------- /DESCRIPTION: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/DESCRIPTION -------------------------------------------------------------------------------- /NAMESPACE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/NAMESPACE -------------------------------------------------------------------------------- /R/Classifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/Classifier.R -------------------------------------------------------------------------------- /R/CrossValidation.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/CrossValidation.R -------------------------------------------------------------------------------- /R/EMLeastSquaresClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/EMLeastSquaresClassifier.R -------------------------------------------------------------------------------- /R/EMLinearDiscriminantClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/EMLinearDiscriminantClassifier.R -------------------------------------------------------------------------------- /R/EMNearestMeanClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/EMNearestMeanClassifier.R -------------------------------------------------------------------------------- /R/EntropyRegularizedLogisticRegression.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/EntropyRegularizedLogisticRegression.R -------------------------------------------------------------------------------- /R/Evaluate.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/Evaluate.R -------------------------------------------------------------------------------- /R/GRFClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/GRFClassifier.R -------------------------------------------------------------------------------- /R/GenerateSSLData.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/GenerateSSLData.R -------------------------------------------------------------------------------- /R/Generics.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/Generics.R -------------------------------------------------------------------------------- /R/HelperFunctions.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/HelperFunctions.R -------------------------------------------------------------------------------- /R/ICLeastSquaresClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/ICLeastSquaresClassifier.R -------------------------------------------------------------------------------- /R/ICLinearDiscriminantClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/ICLinearDiscriminantClassifier.R -------------------------------------------------------------------------------- /R/KernelICLeastSquaresClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/KernelICLeastSquaresClassifier.R -------------------------------------------------------------------------------- /R/KernelLeastSquaresClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/KernelLeastSquaresClassifier.R -------------------------------------------------------------------------------- /R/LaplacianKernelLeastSquaresClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/LaplacianKernelLeastSquaresClassifier.R -------------------------------------------------------------------------------- /R/LaplacianSVM.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/LaplacianSVM.R -------------------------------------------------------------------------------- /R/LearningCurve.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/LearningCurve.R -------------------------------------------------------------------------------- /R/LeastSquaresClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/LeastSquaresClassifier.R -------------------------------------------------------------------------------- /R/LinearDiscriminantClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/LinearDiscriminantClassifier.R -------------------------------------------------------------------------------- /R/LinearSVM.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/LinearSVM.R -------------------------------------------------------------------------------- /R/LogisticLossClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/LogisticLossClassifier.R -------------------------------------------------------------------------------- /R/LogisticRegression.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/LogisticRegression.R -------------------------------------------------------------------------------- /R/MCLinearDiscriminantClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/MCLinearDiscriminantClassifier.R -------------------------------------------------------------------------------- /R/MCNearestMeanClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/MCNearestMeanClassifier.R -------------------------------------------------------------------------------- /R/MCPLDA.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/MCPLDA.R -------------------------------------------------------------------------------- /R/MajorityClassClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/MajorityClassClassifier.R -------------------------------------------------------------------------------- /R/Measures.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/Measures.R -------------------------------------------------------------------------------- /R/NearestMeanClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/NearestMeanClassifier.R -------------------------------------------------------------------------------- /R/NormalBasedClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/NormalBasedClassifier.R -------------------------------------------------------------------------------- /R/Plotting.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/Plotting.R -------------------------------------------------------------------------------- /R/QuadraticDiscriminantClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/QuadraticDiscriminantClassifier.R -------------------------------------------------------------------------------- /R/RSSL-package.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/RSSL-package.R -------------------------------------------------------------------------------- /R/RcppExports.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/RcppExports.R -------------------------------------------------------------------------------- /R/S4VM.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/S4VM.R -------------------------------------------------------------------------------- /R/SVM.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/SVM.R -------------------------------------------------------------------------------- /R/SelfLearning.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/SelfLearning.R -------------------------------------------------------------------------------- /R/TSVM.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/TSVM.R -------------------------------------------------------------------------------- /R/USMLeastSquaresClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/USMLeastSquaresClassifier.R -------------------------------------------------------------------------------- /R/WellSVM.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/WellSVM.R -------------------------------------------------------------------------------- /R/scaleMatrix.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/scaleMatrix.R -------------------------------------------------------------------------------- /R/svmd.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/svmd.R -------------------------------------------------------------------------------- /R/svmlin.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/svmlin.R -------------------------------------------------------------------------------- /R/testdata-data.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/R/testdata-data.R -------------------------------------------------------------------------------- /README.Rmd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/README.Rmd -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/README.md -------------------------------------------------------------------------------- /codecov.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/codecov.yml -------------------------------------------------------------------------------- /cran-comments.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/cran-comments.md -------------------------------------------------------------------------------- /data/diabetes.RData: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/data/diabetes.RData -------------------------------------------------------------------------------- /data/svmlin_example.RData: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/data/svmlin_example.RData -------------------------------------------------------------------------------- /data/testdata.RData: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/data/testdata.RData -------------------------------------------------------------------------------- /data/wdbc.RData: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/data/wdbc.RData -------------------------------------------------------------------------------- /inst/CITATION: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/inst/CITATION -------------------------------------------------------------------------------- /inst/examples/example-EntropyRegularizedLogisticRegression.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/inst/examples/example-EntropyRegularizedLogisticRegression.R -------------------------------------------------------------------------------- /inst/examples/example-GRFClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/inst/examples/example-GRFClassifier.R -------------------------------------------------------------------------------- /inst/examples/example-KernelLeastSquaresClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/inst/examples/example-KernelLeastSquaresClassifier.R -------------------------------------------------------------------------------- /inst/examples/example-LaplacianKernelLeastSquaresClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/inst/examples/example-LaplacianKernelLeastSquaresClassifier.R -------------------------------------------------------------------------------- /inst/examples/example-LaplacianSVM.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/inst/examples/example-LaplacianSVM.R -------------------------------------------------------------------------------- /inst/examples/example-S4VM.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/inst/examples/example-S4VM.R -------------------------------------------------------------------------------- /inst/examples/example-TSVM.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/inst/examples/example-TSVM.R -------------------------------------------------------------------------------- /inst/examples/example-WellSVM.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/inst/examples/example-WellSVM.R -------------------------------------------------------------------------------- /man/BaseClassifier.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/BaseClassifier.Rd -------------------------------------------------------------------------------- /man/CrossValidationSSL.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/CrossValidationSSL.Rd -------------------------------------------------------------------------------- /man/EMLeastSquaresClassifier.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/EMLeastSquaresClassifier.Rd -------------------------------------------------------------------------------- /man/EMLinearDiscriminantClassifier.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/EMLinearDiscriminantClassifier.Rd -------------------------------------------------------------------------------- /man/EMNearestMeanClassifier.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/EMNearestMeanClassifier.Rd -------------------------------------------------------------------------------- /man/EntropyRegularizedLogisticRegression.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/EntropyRegularizedLogisticRegression.Rd -------------------------------------------------------------------------------- /man/GRFClassifier.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/GRFClassifier.Rd -------------------------------------------------------------------------------- /man/Generate2ClassGaussian.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/Generate2ClassGaussian.Rd -------------------------------------------------------------------------------- /man/GenerateFourClusters.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/GenerateFourClusters.Rd -------------------------------------------------------------------------------- /man/GenerateSlicedCookie.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/GenerateSlicedCookie.Rd -------------------------------------------------------------------------------- /man/ICLeastSquaresClassifier.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/ICLeastSquaresClassifier.Rd -------------------------------------------------------------------------------- /man/ICLinearDiscriminantClassifier.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/ICLinearDiscriminantClassifier.Rd -------------------------------------------------------------------------------- /man/KernelICLeastSquaresClassifier.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/KernelICLeastSquaresClassifier.Rd -------------------------------------------------------------------------------- /man/KernelLeastSquaresClassifier.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/KernelLeastSquaresClassifier.Rd -------------------------------------------------------------------------------- /man/LaplacianKernelLeastSquaresClassifier.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/LaplacianKernelLeastSquaresClassifier.Rd -------------------------------------------------------------------------------- /man/LaplacianSVM.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/LaplacianSVM.Rd -------------------------------------------------------------------------------- /man/LearningCurveSSL.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/LearningCurveSSL.Rd -------------------------------------------------------------------------------- /man/LeastSquaresClassifier.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/LeastSquaresClassifier.Rd -------------------------------------------------------------------------------- /man/LinearDiscriminantClassifier.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/LinearDiscriminantClassifier.Rd -------------------------------------------------------------------------------- /man/LinearSVM-class.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/LinearSVM-class.Rd -------------------------------------------------------------------------------- /man/LinearSVM.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/LinearSVM.Rd -------------------------------------------------------------------------------- /man/LinearTSVM.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/LinearTSVM.Rd -------------------------------------------------------------------------------- /man/LogisticLossClassifier-class.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/LogisticLossClassifier-class.Rd -------------------------------------------------------------------------------- /man/LogisticLossClassifier.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/LogisticLossClassifier.Rd -------------------------------------------------------------------------------- /man/LogisticRegression.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/LogisticRegression.Rd -------------------------------------------------------------------------------- /man/LogisticRegressionFast.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/LogisticRegressionFast.Rd -------------------------------------------------------------------------------- /man/MCLinearDiscriminantClassifier.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/MCLinearDiscriminantClassifier.Rd -------------------------------------------------------------------------------- /man/MCNearestMeanClassifier.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/MCNearestMeanClassifier.Rd -------------------------------------------------------------------------------- /man/MCPLDA.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/MCPLDA.Rd -------------------------------------------------------------------------------- /man/MajorityClassClassifier.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/MajorityClassClassifier.Rd -------------------------------------------------------------------------------- /man/NearestMeanClassifier.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/NearestMeanClassifier.Rd -------------------------------------------------------------------------------- /man/PreProcessing.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/PreProcessing.Rd -------------------------------------------------------------------------------- /man/PreProcessingPredict.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/PreProcessingPredict.Rd -------------------------------------------------------------------------------- /man/QuadraticDiscriminantClassifier.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/QuadraticDiscriminantClassifier.Rd -------------------------------------------------------------------------------- /man/RSSL-package.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/RSSL-package.Rd -------------------------------------------------------------------------------- /man/S4VM-class.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/S4VM-class.Rd -------------------------------------------------------------------------------- /man/S4VM.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/S4VM.Rd -------------------------------------------------------------------------------- /man/SSLDataFrameToMatrices.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/SSLDataFrameToMatrices.Rd -------------------------------------------------------------------------------- /man/SVM.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/SVM.Rd -------------------------------------------------------------------------------- /man/SelfLearning.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/SelfLearning.Rd -------------------------------------------------------------------------------- /man/TSVM.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/TSVM.Rd -------------------------------------------------------------------------------- /man/USMLeastSquaresClassifier-class.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/USMLeastSquaresClassifier-class.Rd -------------------------------------------------------------------------------- /man/USMLeastSquaresClassifier.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/USMLeastSquaresClassifier.Rd -------------------------------------------------------------------------------- /man/WellSVM.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/WellSVM.Rd -------------------------------------------------------------------------------- /man/WellSVM_SSL.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/WellSVM_SSL.Rd -------------------------------------------------------------------------------- /man/WellSVM_supervised.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/WellSVM_supervised.Rd -------------------------------------------------------------------------------- /man/add_missinglabels_mar.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/add_missinglabels_mar.Rd -------------------------------------------------------------------------------- /man/adjacency_knn.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/adjacency_knn.Rd -------------------------------------------------------------------------------- /man/c.CrossValidation.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/c.CrossValidation.Rd -------------------------------------------------------------------------------- /man/clapply.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/clapply.Rd -------------------------------------------------------------------------------- /man/cov_ml.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/cov_ml.Rd -------------------------------------------------------------------------------- /man/decisionvalues-methods.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/decisionvalues-methods.Rd -------------------------------------------------------------------------------- /man/df_to_matrices.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/df_to_matrices.Rd -------------------------------------------------------------------------------- /man/diabetes.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/diabetes.Rd -------------------------------------------------------------------------------- /man/evaluation-measures.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/evaluation-measures.Rd -------------------------------------------------------------------------------- /man/find_a_violated_label.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/find_a_violated_label.Rd -------------------------------------------------------------------------------- /man/gaussian_kernel.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/gaussian_kernel.Rd -------------------------------------------------------------------------------- /man/generateABA.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/generateABA.Rd -------------------------------------------------------------------------------- /man/generateCrescentMoon.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/generateCrescentMoon.Rd -------------------------------------------------------------------------------- /man/generateParallelPlanes.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/generateParallelPlanes.Rd -------------------------------------------------------------------------------- /man/generateSpirals.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/generateSpirals.Rd -------------------------------------------------------------------------------- /man/generateTwoCircles.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/generateTwoCircles.Rd -------------------------------------------------------------------------------- /man/geom_classifier.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/geom_classifier.Rd -------------------------------------------------------------------------------- /man/geom_linearclassifier.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/geom_linearclassifier.Rd -------------------------------------------------------------------------------- /man/harmonic_function.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/harmonic_function.Rd -------------------------------------------------------------------------------- /man/line_coefficients-methods.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/line_coefficients-methods.Rd -------------------------------------------------------------------------------- /man/localDescent.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/localDescent.Rd -------------------------------------------------------------------------------- /man/logsumexp.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/logsumexp.Rd -------------------------------------------------------------------------------- /man/loss-methods.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/loss-methods.Rd -------------------------------------------------------------------------------- /man/losslogsum-methods.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/losslogsum-methods.Rd -------------------------------------------------------------------------------- /man/losspart-methods.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/losspart-methods.Rd -------------------------------------------------------------------------------- /man/minimaxlda.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/minimaxlda.Rd -------------------------------------------------------------------------------- /man/missing_labels.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/missing_labels.Rd -------------------------------------------------------------------------------- /man/plot.CrossValidation.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/plot.CrossValidation.Rd -------------------------------------------------------------------------------- /man/plot.LearningCurve.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/plot.LearningCurve.Rd -------------------------------------------------------------------------------- /man/posterior-methods.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/posterior-methods.Rd -------------------------------------------------------------------------------- /man/predict-scaleMatrix-method.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/predict-scaleMatrix-method.Rd -------------------------------------------------------------------------------- /man/print.CrossValidation.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/print.CrossValidation.Rd -------------------------------------------------------------------------------- /man/print.LearningCurve.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/print.LearningCurve.Rd -------------------------------------------------------------------------------- /man/projection_simplex.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/projection_simplex.Rd -------------------------------------------------------------------------------- /man/responsibilities-methods.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/responsibilities-methods.Rd -------------------------------------------------------------------------------- /man/rssl-formatting.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/rssl-formatting.Rd -------------------------------------------------------------------------------- /man/rssl-predict.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/rssl-predict.Rd -------------------------------------------------------------------------------- /man/sample_k_per_level.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/sample_k_per_level.Rd -------------------------------------------------------------------------------- /man/scaleMatrix.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/scaleMatrix.Rd -------------------------------------------------------------------------------- /man/solve_svm.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/solve_svm.Rd -------------------------------------------------------------------------------- /man/split_dataset_ssl.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/split_dataset_ssl.Rd -------------------------------------------------------------------------------- /man/split_random.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/split_random.Rd -------------------------------------------------------------------------------- /man/stat_classifier.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/stat_classifier.Rd -------------------------------------------------------------------------------- /man/stderror.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/stderror.Rd -------------------------------------------------------------------------------- /man/summary.CrossValidation.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/summary.CrossValidation.Rd -------------------------------------------------------------------------------- /man/svdinv.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/svdinv.Rd -------------------------------------------------------------------------------- /man/svdinvsqrtm.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/svdinvsqrtm.Rd -------------------------------------------------------------------------------- /man/svdsqrtm.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/svdsqrtm.Rd -------------------------------------------------------------------------------- /man/svmlin.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/svmlin.Rd -------------------------------------------------------------------------------- /man/svmlin_example.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/svmlin_example.Rd -------------------------------------------------------------------------------- /man/svmproblem.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/svmproblem.Rd -------------------------------------------------------------------------------- /man/testdata.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/testdata.Rd -------------------------------------------------------------------------------- /man/threshold.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/threshold.Rd -------------------------------------------------------------------------------- /man/true_labels.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/true_labels.Rd -------------------------------------------------------------------------------- /man/wdbc.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/wdbc.Rd -------------------------------------------------------------------------------- /man/wellsvm_direct.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/wellsvm_direct.Rd -------------------------------------------------------------------------------- /man/wlda.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/wlda.Rd -------------------------------------------------------------------------------- /man/wlda_error.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/wlda_error.Rd -------------------------------------------------------------------------------- /man/wlda_loglik.Rd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/man/wlda_loglik.Rd -------------------------------------------------------------------------------- /src/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/src/.gitignore -------------------------------------------------------------------------------- /src/GRFClassifier.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/src/GRFClassifier.cpp -------------------------------------------------------------------------------- /src/Makevars: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/src/Makevars -------------------------------------------------------------------------------- /src/Makevars.win: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/src/Makevars.win -------------------------------------------------------------------------------- /src/RcppExports.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/src/RcppExports.cpp -------------------------------------------------------------------------------- /src/Rsvm.c: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/src/Rsvm.c -------------------------------------------------------------------------------- /src/init.c: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/src/init.c -------------------------------------------------------------------------------- /src/ssl.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/src/ssl.cpp -------------------------------------------------------------------------------- /src/ssl.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/src/ssl.h -------------------------------------------------------------------------------- /src/svm.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/src/svm.cpp -------------------------------------------------------------------------------- /src/svm.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/src/svm.h -------------------------------------------------------------------------------- /src/svmlin_rcpp.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/src/svmlin_rcpp.cpp -------------------------------------------------------------------------------- /src/utils.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/src/utils.cpp -------------------------------------------------------------------------------- /tests/testthat.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/tests/testthat.R -------------------------------------------------------------------------------- /tests/testthat/test-CrossValidation.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/tests/testthat/test-CrossValidation.R -------------------------------------------------------------------------------- /tests/testthat/test-EMLeastSquaresClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/tests/testthat/test-EMLeastSquaresClassifier.R -------------------------------------------------------------------------------- /tests/testthat/test-EMNearestMeanClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/tests/testthat/test-EMNearestMeanClassifier.R -------------------------------------------------------------------------------- /tests/testthat/test-EntropyRegularizedLogisticRegression.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/tests/testthat/test-EntropyRegularizedLogisticRegression.R -------------------------------------------------------------------------------- /tests/testthat/test-GRFClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/tests/testthat/test-GRFClassifier.R -------------------------------------------------------------------------------- /tests/testthat/test-GenerateSSLData.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/tests/testthat/test-GenerateSSLData.R -------------------------------------------------------------------------------- /tests/testthat/test-HelperFunctions.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/tests/testthat/test-HelperFunctions.R -------------------------------------------------------------------------------- /tests/testthat/test-ICLeastSquaresClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/tests/testthat/test-ICLeastSquaresClassifier.R -------------------------------------------------------------------------------- /tests/testthat/test-ICLinearDiscriminantClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/tests/testthat/test-ICLinearDiscriminantClassifier.R -------------------------------------------------------------------------------- /tests/testthat/test-KernelICLeastSquaresClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/tests/testthat/test-KernelICLeastSquaresClassifier.R -------------------------------------------------------------------------------- /tests/testthat/test-KernelLeastSquaresClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/tests/testthat/test-KernelLeastSquaresClassifier.R -------------------------------------------------------------------------------- /tests/testthat/test-LaplacianKernelLeastSquaresClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/tests/testthat/test-LaplacianKernelLeastSquaresClassifier.R -------------------------------------------------------------------------------- /tests/testthat/test-LaplacianSVM.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/tests/testthat/test-LaplacianSVM.R -------------------------------------------------------------------------------- /tests/testthat/test-LearningCurves.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/tests/testthat/test-LearningCurves.R -------------------------------------------------------------------------------- /tests/testthat/test-LeastSquaresClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/tests/testthat/test-LeastSquaresClassifier.R -------------------------------------------------------------------------------- /tests/testthat/test-LinearDiscriminantClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/tests/testthat/test-LinearDiscriminantClassifier.R -------------------------------------------------------------------------------- /tests/testthat/test-LogisticLossClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/tests/testthat/test-LogisticLossClassifier.R -------------------------------------------------------------------------------- /tests/testthat/test-LogisticRegression.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/tests/testthat/test-LogisticRegression.R -------------------------------------------------------------------------------- /tests/testthat/test-MCLinearDiscriminantClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/tests/testthat/test-MCLinearDiscriminantClassifier.R -------------------------------------------------------------------------------- /tests/testthat/test-MCNearestMeanClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/tests/testthat/test-MCNearestMeanClassifier.R -------------------------------------------------------------------------------- /tests/testthat/test-MCPLDA.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/tests/testthat/test-MCPLDA.R -------------------------------------------------------------------------------- /tests/testthat/test-NearestMeanClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/tests/testthat/test-NearestMeanClassifier.R -------------------------------------------------------------------------------- /tests/testthat/test-QuadraticDiscriminantClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/tests/testthat/test-QuadraticDiscriminantClassifier.R -------------------------------------------------------------------------------- /tests/testthat/test-S4VM.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/tests/testthat/test-S4VM.R -------------------------------------------------------------------------------- /tests/testthat/test-SVM.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/tests/testthat/test-SVM.R -------------------------------------------------------------------------------- /tests/testthat/test-SelfLearning.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/tests/testthat/test-SelfLearning.R -------------------------------------------------------------------------------- /tests/testthat/test-TSVM.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/tests/testthat/test-TSVM.R -------------------------------------------------------------------------------- /tests/testthat/test-USMLeastSquaresClassifier.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/tests/testthat/test-USMLeastSquaresClassifier.R -------------------------------------------------------------------------------- /tests/testthat/test-WellSVM.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/tests/testthat/test-WellSVM.R -------------------------------------------------------------------------------- /tests/testthat/test-svmlin.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/tests/testthat/test-svmlin.R -------------------------------------------------------------------------------- /tools/example-1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jkrijthe/RSSL/HEAD/tools/example-1.png --------------------------------------------------------------------------------