recommenderlab: Lab for Developing and Testing Recommender Algorithms

Provides a research infrastructure to test and develop recommender algorithms including UBCF, IBCF, FunkSVD and association rule-based algorithms.

AuthorMichael Hahsler [aut, cre, cph], Bregt Vereet [ctb, cph]
Date of publication2016-09-17 00:53:02
MaintainerMichael Hahsler <mhahsler@lyle.smu.edu>
LicenseGPL-2
Version0.2-1
http://lyle.smu.edu/IDA/recommenderlab/

View on CRAN

Functions

avg Man page
avg,evaluationResultList-method Man page
avg,evaluationResults-method Man page
bestN Man page
bestN,topNList-method Man page
binarize Man page
binarize,realRatingMatrix-method Man page
binaryRatingMatrix Man page
binaryRatingMatrix-class Man page
calcPredictionAccuracy Man page
calcPredictionAccuracy,realRatingMatrix,realRatingMatrix-method Man page
calcPredictionAccuracy,topNList,binaryRatingMatrix-method Man page
calcPredictionAccuracy,topNList,realRatingMatrix-method Man page
coerce,binaryRatingMatrix,dgCMatrix-method Man page
coerce,binaryRatingMatrix,dgTMatrix-method Man page
coerce,binaryRatingMatrix,itemMatrix-method Man page
coerce,binaryRatingMatrix,list-method Man page
coerce,binaryRatingMatrix,matrix-method Man page
coerce,binaryRatingMatrix,ngCMatrix-method Man page
coerce,data.frame,binaryRatingMatrix-method Man page
coerce,data.frame,realRatingMatrix-method Man page
coerce,dgCMatrix,realRatingMatrix-method Man page
coerce,dgTMatrix,realRatingMatrix-method Man page
coerce,itemMatrix,binaryRatingMatrix-method Man page
coerce,list,evaluationResultList-method Man page
coerce,matrix,binaryRatingMatrix-method Man page
coerce,matrix,realRatingMatrix-method Man page
coerce,matrix,sparseNAMatrix-method Man page
coerce,ratingMatrix,data.frame-method Man page
coerce,ratingMatrix,list-method Man page
coerce,realRatingMatrix,data.frame-method Man page
coerce,realRatingMatrix,dgCMatrix-method Man page
coerce,realRatingMatrix,dgTMatrix-method Man page
coerce,realRatingMatrix,matrix-method Man page
coerce,realRatingMatrix,ngCMatrix-method Man page
coerce,sparseNAMatrix,matrix-method Man page
coerce,topNList,dgCMatrix-method Man page
coerce,topNList,dgTMatrix-method Man page
coerce,topNList,list-method Man page
coerce,topNList,matrix-method Man page
coerce,topNList,ngCMatrix-method Man page
colCounts Man page
colCounts,ratingMatrix-method Man page
colCounts,topNList-method Man page
colMeans,ratingMatrix-method Man page
colSds Man page
colSds,realRatingMatrix-method Man page
confusionMatrix-class Man page
denormalize Man page
denormalize,realRatingMatrix-method Man page
dimnames<-,ratingMatrix,list-method Man page
dimnames,ratingMatrix-method Man page
dim,ratingMatrix-method Man page
dissimilarity Man page
dissimilarity,binaryRatingMatrix-method Man page
dissimilarity,binaryRatingMatrix-method Man page
dissimilarity,realRatingMatrix-method Man page
dropNA Man page
dropNA2matrix Man page
evaluate Man page
evaluate,evaluationScheme,character-method Man page
evaluate,evaluationScheme,list-method Man page
evaluate,evaluationScheme-method Man page
[,evaluationResultList,ANY,missing,missing-method Man page
evaluationResultList-class Man page
evaluationResults-class Man page
evaluationScheme Man page
evaluationScheme-class Man page
evaluationScheme,ratingMatrix-method Man page
frobenius Man page
funkSVD Man page
getConfusionMatrix Man page
getConfusionMatrix,evaluationResults-method Man page
getData Man page
getData,evaluationScheme-method Man page
getData.frame Man page
getData.frame,ratingMatrix-method Man page
getList Man page
getList,binaryRatingMatrix-method Man page
getList,realRatingMatrix-method Man page
getList,topNList-method Man page
getModel Man page
getModel,evaluationResults-method Man page
getModel,Recommender-method Man page
getModel,Recommender-method Man page
getNormalize Man page
getNormalize,ratingMatrix-method Man page
getParameters Man page
getRatingMatrix Man page
getRatingMatrix,ratingMatrix-method Man page
getRatings Man page
getRatings,ratingMatrix-method Man page
getRatings,topNList-method Man page
getRuns Man page
getRuns,evaluationResults-method Man page
getTopNLists Man page
getTopNLists,realRatingMatrix-method Man page
HybridRecommender Man page
image,ratingMatrix-method Man page
Jester5k Man page
JesterJokes Man page
length,topNList-method Man page
LIST,binaryRatingMatrix-method Man page
LIST,realRatingMatrix-method Man page
MAE Man page
MovieLense Man page
MovieLenseMeta Man page
MSE Man page
MSWeb Man page
normalize Man page
normalize,realRatingMatrix-method Man page
nratings Man page
nratings,ratingMatrix-method Man page
plot Man page
plot,evaluationResultList-method Man page
plot,evaluationResultList-method Man page
plot,evaluationResults-method Man page
plot,evaluationResults-method Man page
predict Man page
predict.funkSVD Man page
predict,Recommender-method Man page
predict,Recommender-method Man page
ratingMatrix Man page
[,ratingMatrix,ANY,ANY,ANY-method Man page
ratingMatrix-class Man page
realRatingMatrix Man page
[<-,realRatingMatrix,ANY,ANY,ANY-method Man page
realRatingMatrix-class Man page
Recommender Man page
Recommender-class Man page
Recommender,ratingMatrix-method Man page
recommenderRegistry Man page
removeKnownItems Man page
removeKnownItems,topNList-method Man page
removeKnownRatings Man page
removeKnownRatings,realRatingMatrix-method Man page
returnRatings Man page
RMSE Man page
rowCounts Man page
rowCounts,ratingMatrix-method Man page
rowCounts,topNList-method Man page
rowMeans,ratingMatrix-method Man page
rowSds Man page
rowSds,realRatingMatrix-method Man page
sample,ratingMatrix-method Man page
show,evaluationResultList-method Man page
show,evaluationResults-method Man page
show,evaluationScheme-method Man page
show,ratingMatrix-method Man page
show,Recommender-method Man page
show,topNList-method Man page
similarity Man page
similarity,ratingMatrix-method Man page
sparseNAMatrix Man page
sparseNAMatrix-class Man page
[,sparseNAMatrix,index,index,logical-method Man page
[,sparseNAMatrix,index,index,missing-method Man page
[<-,sparseNAMatrix,index,index,numeric-method Man page
[,sparseNAMatrix,index,missing,logical-method Man page
[,sparseNAMatrix,index,missing,missing-method Man page
[<-,sparseNAMatrix,index,missing,numeric-method Man page
[,sparseNAMatrix,missing,index,logical-method Man page
[,sparseNAMatrix,missing,index,logical-method Man page
[,sparseNAMatrix,missing,index,missing-method Man page
[<-,sparseNAMatrix,missing,index,numeric-method Man page
[<-,sparseNAMatrix,missing,missing,numeric-method Man page
topNList Man page
topNList-class Man page

Files

recommenderlab
recommenderlab/inst
recommenderlab/inst/doc
recommenderlab/inst/doc/recommenderlab.pdf
recommenderlab/inst/doc/recommenderlab.R
recommenderlab/inst/doc/recommenderlab.Rnw
recommenderlab/tests
recommenderlab/tests/testthat.R
recommenderlab/tests/testthat
recommenderlab/tests/testthat/test-recom.R
recommenderlab/tests/testthat/test-normalize.R
recommenderlab/tests/testthat/test-matrix.R
recommenderlab/NAMESPACE
recommenderlab/NEWS.md
recommenderlab/data
recommenderlab/data/MSWeb.rda
recommenderlab/data/MovieLense.rda
recommenderlab/data/Jester5k.rda
recommenderlab/R
recommenderlab/R/AllClasses.R recommenderlab/R/AllGenerics.R recommenderlab/R/binaryRatingMatrix.R recommenderlab/R/RECOM_POPULAR.R recommenderlab/R/dissimilarity.R recommenderlab/R/evaluationResultList.R recommenderlab/R/RECOM_IBCF.R recommenderlab/R/AAAparameter.R recommenderlab/R/evaluate.R recommenderlab/R/RECOM_ALS.R recommenderlab/R/plot.R recommenderlab/R/RECOM_SVDF.R recommenderlab/R/calcPredictionAccuracy.R recommenderlab/R/RECOM_SVD.R recommenderlab/R/predict.R recommenderlab/R/Recommender.R recommenderlab/R/funkSVD.R recommenderlab/R/evaluationResults.R recommenderlab/R/HybridRecommender.R recommenderlab/R/RECOM_RANDOM.R recommenderlab/R/error.R recommenderlab/R/realRatingMatrix.R recommenderlab/R/evaluationScheme.R recommenderlab/R/AAA_registry.R recommenderlab/R/topNList.R recommenderlab/R/ZZZ.R recommenderlab/R/RECOM_BIN_AR.R recommenderlab/R/ratingMatrix.R recommenderlab/R/normalize.R recommenderlab/R/RECOM_UBCF.R recommenderlab/R/RECOM_RERECOMMEND.R recommenderlab/R/sparseNAMatrix.R recommenderlab/R/AAA.R
recommenderlab/vignettes
recommenderlab/vignettes/recom_talk.bib
recommenderlab/vignettes/recommender.bib
recommenderlab/vignettes/data.bib
recommenderlab/vignettes/user-based.pdf
recommenderlab/vignettes/item-based2.pdf
recommenderlab/vignettes/association_rules.bib
recommenderlab/vignettes/recommenderlab_classes.dia
recommenderlab/vignettes/stuff.bib
recommenderlab/vignettes/recommenderlab.Rnw
recommenderlab/vignettes/recommenderlab_classes.pdf
recommenderlab/vignettes/user-based.odg
recommenderlab/vignettes/item-based2.odg
recommenderlab/README.md
recommenderlab/MD5
recommenderlab/build
recommenderlab/build/vignette.rds
recommenderlab/DESCRIPTION
recommenderlab/man
recommenderlab/man/calcPredictionAccuracy.Rd recommenderlab/man/topNList-class.Rd recommenderlab/man/Recommender-class.Rd recommenderlab/man/binaryRatingMatrix-class.Rd recommenderlab/man/dissimilarity.Rd recommenderlab/man/internal.Rd recommenderlab/man/Recommender.Rd recommenderlab/man/Jester5k.Rd recommenderlab/man/evaluate.Rd recommenderlab/man/MSWeb.Rd recommenderlab/man/evaluationResultList-class.Rd recommenderlab/man/getList.Rd recommenderlab/man/evaluationResults-class.Rd recommenderlab/man/sparseNAMatrix.Rd recommenderlab/man/MovieLense.Rd recommenderlab/man/predict.Rd recommenderlab/man/realRatingMatrix-class.Rd recommenderlab/man/evaluationScheme-class.Rd recommenderlab/man/HybridRecommender.Rd recommenderlab/man/ratingMatrix-class.Rd recommenderlab/man/error.Rd recommenderlab/man/normalize.Rd recommenderlab/man/evaluationScheme.Rd recommenderlab/man/funkSVD.Rd recommenderlab/man/plot.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.