Files in jkrijthe/RSSL
Implementations of Semi-Supervised Learning Approaches for Classification

.Rbuildignore
.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.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 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.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
jkrijthe/RSSL documentation built on April 3, 2018, 4:34 a.m.