SSL: Semi-Supervised Learning
Version 0.1

Semi-supervised learning has attracted the attention of machine learning community because of its high accuracy with less annotating effort compared with supervised learning.The question that semi-supervised learning wants to address is: given a relatively small labeled dataset and a large unlabeled dataset, how to design classification algorithms learning from both ? This package is a collection of some classical semi-supervised learning algorithms in the last few decades.

AuthorJunxiang Wang
Date of publication2016-05-14 23:12:09
MaintainerJunxiang Wang <xianggebenben@163.com>
LicenseGPL (>= 3)
Version0.1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("SSL")

Popular man pages

sslCoTrain: Co-Training
sslLabelProp: Label Propagation
sslLapRLS: Laplacian Regularized Least Squares
sslLDS: Low Density Separation
sslMincut: Mincut
sslRegress: Regression on graphs
sslSelfTrain: Self-Training
See all...

All man pages Function index File listing

Man pages

sslCoTrain: Co-Training
sslGmmEM: Gaussian Mixture Model with an EM Algorithm
sslLabelProp: Label Propagation
sslLapRLS: Laplacian Regularized Least Squares
sslLDS: Low Density Separation
sslLLGC: Local and Global Consistency
sslMarkovRandomWalks: t-step Markov Random Walks
sslMincut: Mincut
sslRegress: Regression on graphs
sslSelfTrain: Self-Training

Functions

EM Source code
Floyd Source code Source code
MPLA Source code Source code
TSVM Source code
dif Source code
nbPred Source code
nbTrain Source code
sslCoTrain Man page Source code
sslGmmEM Man page Source code
sslLDS Man page Source code
sslLLGC Man page Source code
sslLabelProp Man page Source code
sslLapRLS Man page Source code
sslMarkovRandomWalks Man page Source code
sslMincut Man page Source code
sslRegress Man page Source code
sslSelfTrain Man page Source code

Files

src
src/MPLA.cpp
src/RcppExports.cpp
src/Floyd.cpp
NAMESPACE
R
R/SSL.R
R/RcppExports.R
MD5
DESCRIPTION
man
man/sslGmmEM.Rd
man/sslCoTrain.Rd
man/sslLabelProp.Rd
man/sslMincut.Rd
man/sslRegress.Rd
man/sslLLGC.Rd
man/sslMarkovRandomWalks.Rd
man/sslSelfTrain.Rd
man/sslLapRLS.Rd
man/sslLDS.Rd
SSL documentation built on May 19, 2017, 5:38 p.m.

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