Other packages > Find by keyword >

RSSL  

Implementations of Semi-Supervised Learning Approaches for Classification
View on CRAN: Click here


Download and install RSSL package within the R console
Install from CRAN:
install.packages("RSSL")

Install from Github:
library("remotes")
install_github("cran/RSSL")

Install by package version:
library("remotes")
install_version("RSSL", "0.9.8")



Attach the package and use:
library("RSSL")
Maintained by
Jesse Krijthe
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-09-15
Latest Update: 2023-12-07
Description:
A collection of implementations of semi-supervised classifiers and methods to evaluate their performance. The package includes implementations of, among others, Implicitly Constrained Learning, Moment Constrained Learning, the Transductive SVM, Manifold regularization, Maximum Contrastive Pessimistic Likelihood estimation, S4VM and WellSVM.
How to cite:
Jesse Krijthe (2016). RSSL: Implementations of Semi-Supervised Learning Approaches for Classification. R package version 0.9.8, https://cran.r-project.org/web/packages/RSSL. Accessed 06 Aug. 2026.
Previous versions and publish date:
(2026-07-09 08:20), 0.6.1 (2016-10-06 19:13), 0.6 (2016-09-15 00:24), 0.7 (2018-07-12 12:10), 0.8 (2019-03-08 19:42), 0.9.1 (2020-02-04 11:20), 0.9.2 (2020-09-12 07:50), 0.9.3 (2020-11-13 19:00), 0.9.5 (2022-01-17 16:12), 0.9.6 (2023-03-14 09:40), 0.9.7 (2023-12-07 07:20)
Other packages that cited RSSL R package
View RSSL citation profile
Other R packages that RSSL depends, imports, suggests or enhances
Complete documentation for RSSL
Functions, R codes and Examples using the RSSL R package
Some associated functions: BaseClassifier . CrossValidationSSL . EMLeastSquaresClassifier . EMLinearDiscriminantClassifier . EMNearestMeanClassifier . EntropyRegularizedLogisticRegression . GRFClassifier . ICLeastSquaresClassifier . ICLinearDiscriminantClassifier . KernelICLeastSquaresClassifier . KernelLeastSquaresClassifier . LaplacianKernelLeastSquaresClassifier . LaplacianSVM . LearningCurveSSL . LeastSquaresClassifier . LinearDiscriminantClassifier . LinearSVM-class . LinearSVM . LinearTSVM . LogisticLossClassifier-class . LogisticLossClassifier . LogisticRegression . LogisticRegressionFast . MCLinearDiscriminantClassifier . MCNearestMeanClassifier . MCPLDA . MajorityClassClassifier . NearestMeanClassifier . PreProcessing . PreProcessingPredict . QuadraticDiscriminantClassifier . RSSL . S4VM-class . S4VM . SSLDataFrameToMatrices . SVM . SelfLearning . TSVM . USMLeastSquaresClassifier-class . USMLeastSquaresClassifier . WellSVM . WellSVM_SSL . WellSVM_supervised . add_missinglabels_mar . adjacency_knn . c.CrossValidation . clapply . cov_ml . decisionvalues-methods . df_to_matrices . diabetes . evaluation-measures . find_a_violated_label . gaussian_kernel . generate2ClassGaussian . generateABA . generateCrescentMoon . generateFourClusters . generateParallelPlanes . generateSlicedCookie . generateSpirals . generateTwoCircles . geom_classifier . geom_linearclassifier . harmonic_function . line_coefficients-methods . localDescent . logsumexp . loss-methods . losslogsum-methods . losspart-methods . minimaxlda . missing_labels . plot.CrossValidation . plot.LearningCurve . posterior-methods . predict-scaleMatrix-method . print.CrossValidation . print.LearningCurve . projection_simplex . responsibilities-methods . rssl-formatting . rssl-predict . sample_k_per_level . scaleMatrix . solve_svm . split_dataset_ssl . split_random . stat_classifier . stderror . summary.CrossValidation . svdinv . svdinvsqrtm . svdsqrtm . svmlin . svmlin_example . svmproblem . testdata . threshold . true_labels . wdbc . wellsvm_direct . wlda . wlda_error . wlda_loglik . 
Some associated R codes: 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.R . RcppExports.R . S4VM.R . SVM.R . SelfLearning.R . TSVM.R . USMLeastSquaresClassifier.R . WellSVM.R . scaleMatrix.R . svmd.R . svmlin.R . testdata-data.R .  Full RSSL package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
TMDb  
Access to TMDb API
Provides an R-interface to the TMDb API (see TMDb API on < ...
Download / Learn more Package Citations See dependency  
SAMBA  
Selection and Misclassification Bias Adjustment for Logistic Regression Models
Health research using data from electronic health records (EHR) has gained popularity, but miscla ...
Download / Learn more Package Citations See dependency  
RRedshiftSQL  
R Interface to the 'Redshift' Database
Superclasses 'PostgreSQL' connection to help enable full 'dplyr' functionality on 'Redshift'. ...
Download / Learn more Package Citations See dependency  
lsmeans  
Least-Squares Means
Obtain least-squares means for linear, generalized linear, and mixed models. Compute contrasts or l ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA