Lab for Testing and Developing Recommender Algorithms for Binary Data


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Documentation for package ‘recommenderlab’ version 0.1-0

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avg Class "evaluationResults": Results of the Evaluation of a Single Recommender Method
avg,evaluationResultList-method Class "evaluationResultList": Results of the Evaluation of a Multiple Recommender Methods
avg,evaluationResults-method Class "evaluationResults": Results of the Evaluation of a Single Recommender Method
bestN Class "topNList": Top-N List
bestN,topNList-method Class "topNList": Top-N List
binarize Class "realRatingMatrix": Real-valued Rating Matrix
binarize,realRatingMatrix-method Class "realRatingMatrix": Real-valued Rating Matrix
binaryRatingMatrix-class Class "binaryRatingMatrix": A Binary Rating Matrix
coerce,binaryRatingMatrix,dgCMatrix-method Class "binaryRatingMatrix": A Binary Rating Matrix
coerce,binaryRatingMatrix,dgTMatrix-method Class "binaryRatingMatrix": A Binary Rating Matrix
coerce,binaryRatingMatrix,itemMatrix-method Class "binaryRatingMatrix": A Binary Rating Matrix
coerce,binaryRatingMatrix,list-method Class "binaryRatingMatrix": A Binary Rating Matrix
coerce,binaryRatingMatrix,matrix-method Class "binaryRatingMatrix": A Binary Rating Matrix
coerce,binaryRatingMatrix,ngCMatrix-method Class "binaryRatingMatrix": A Binary Rating Matrix
coerce,data.frame,realRatingMatrix-method Class "realRatingMatrix": Real-valued Rating Matrix
coerce,itemMatrix,binaryRatingMatrix-method Class "binaryRatingMatrix": A Binary Rating Matrix
coerce,list,evaluationResultList-method Class "evaluationResultList": Results of the Evaluation of a Multiple Recommender Methods
coerce,matrix,binaryRatingMatrix-method Class "binaryRatingMatrix": A Binary Rating Matrix
coerce,matrix,realRatingMatrix-method Class "realRatingMatrix": Real-valued Rating Matrix
coerce,ratingMatrix,list-method Class "ratingMatrix": Virtual Class for Rating Data
coerce,realRatingMatrix,dgCMatrix-method Class "realRatingMatrix": Real-valued Rating Matrix
coerce,realRatingMatrix,dgTMatrix-method Class "realRatingMatrix": Real-valued Rating Matrix
coerce,realRatingMatrix,matrix-method Class "realRatingMatrix": Real-valued Rating Matrix
coerce,realRatingMatrix,ngCMatrix-method Class "realRatingMatrix": Real-valued Rating Matrix
coerce,topNList,dgCMatrix-method Class "topNList": Top-N List
coerce,topNList,dgTMatrix-method Class "topNList": Top-N List
coerce,topNList,list-method Class "topNList": Top-N List
coerce,topNList,matrix-method Class "topNList": Top-N List
coerce,topNList,ngCMatrix-method Class "topNList": Top-N List
colCounts Class "ratingMatrix": Virtual Class for Rating Data
colCounts,ratingMatrix-method Class "ratingMatrix": Virtual Class for Rating Data
colCounts,topNList-method Class "topNList": Top-N List
colMeans,ratingMatrix-method Class "ratingMatrix": Virtual Class for Rating Data
confusionMatrix-class Class "evaluationResults": Results of the Evaluation of a Single Recommender Method
dim,ratingMatrix-method Class "ratingMatrix": Virtual Class for Rating Data
dimnames,ratingMatrix-method Class "ratingMatrix": Virtual Class for Rating Data
dimnames<-,ratingMatrix,list-method Class "ratingMatrix": Virtual Class for Rating Data
dissimilarity,binaryRatingMatrix-method Dissimilarity Calculation Between Rating Data
evaluate Evaluate a Recommender Models
evaluate,evaluationScheme,character-method Evaluate a Recommender Models
evaluate,evaluationScheme,list-method Evaluate a Recommender Models
evaluationResultList-class Class "evaluationResultList": Results of the Evaluation of a Multiple Recommender Methods
evaluationResults-class Class "evaluationResults": Results of the Evaluation of a Single Recommender Method
evaluationScheme Create an Evaluation Scheme
evaluationScheme,ratingMatrix-method Create an Evaluation Scheme
evaluationScheme-class Class "evaluationScheme": Evaluation Scheme
getConfusionMatrix Class "evaluationResults": Results of the Evaluation of a Single Recommender Method
getConfusionMatrix,evaluationResults-method Class "evaluationResults": Results of the Evaluation of a Single Recommender Method
getData Class "evaluationScheme": Evaluation Scheme
getData,evaluationScheme-method Class "evaluationScheme": Evaluation Scheme
getModel Class "evaluationResults": Results of the Evaluation of a Single Recommender Method
getModel,evaluationResults-method Class "evaluationResults": Results of the Evaluation of a Single Recommender Method
getModel,Recommender-method Class "Recommender": A Recommender Model
getRuns Class "evaluationResults": Results of the Evaluation of a Single Recommender Method
getRuns,evaluationResults-method Class "evaluationResults": Results of the Evaluation of a Single Recommender Method
image,ratingMatrix-method Class "ratingMatrix": Virtual Class for Rating Data
LIST,binaryRatingMatrix-method List Representation for Recommender Matrix Objects
LIST,realRatingMatrix-method List Representation for Recommender Matrix Objects
LIST,topNList-method List Representation for Recommender Matrix Objects
MovieLense MovieLense Dataset (100k)
MSWeb Anonymous web data from www.microsoft.com
nitems Class "ratingMatrix": Virtual Class for Rating Data
nitems,ratingMatrix-method Class "ratingMatrix": Virtual Class for Rating Data
nratings Class "ratingMatrix": Virtual Class for Rating Data
nratings,ratingMatrix-method Class "ratingMatrix": Virtual Class for Rating Data
nusers Class "ratingMatrix": Virtual Class for Rating Data
nusers,ratingMatrix-method Class "ratingMatrix": Virtual Class for Rating Data
plot,evaluationResultList-method Plot Evaluation Results
plot,evaluationResults-method Plot Evaluation Results
predict,Recommender-method Predict Recommendations
ratingMatrix-class Class "ratingMatrix": Virtual Class for Rating Data
realRatingMatrix-class Class "realRatingMatrix": Real-valued Rating Matrix
Recommender Create a Recommender Model
Recommender,ratingMatrix-method Create a Recommender Model
Recommender-class Class "Recommender": A Recommender Model
recommenderRegistry Create a Recommender Model
rowCounts Class "ratingMatrix": Virtual Class for Rating Data
rowCounts,ratingMatrix-method Class "ratingMatrix": Virtual Class for Rating Data
rowCounts,topNList-method Class "topNList": Top-N List
rowMeans,ratingMatrix-method Class "ratingMatrix": Virtual Class for Rating Data
sample,ratingMatrix-method Class "ratingMatrix": Virtual Class for Rating Data
show,evaluationResultList-method Class "evaluationResultList": Results of the Evaluation of a Multiple Recommender Methods
show,evaluationResults-method Class "evaluationResults": Results of the Evaluation of a Single Recommender Method
show,evaluationScheme-method Class "evaluationScheme": Evaluation Scheme
show,ratingMatrix-method Class "ratingMatrix": Virtual Class for Rating Data
show,Recommender-method Class "Recommender": A Recommender Model
show,topNList-method Class "topNList": Top-N List
topNList-class Class "topNList": Top-N List
[,evaluationResultList,ANY,missing,missing-method Class "evaluationResultList": Results of the Evaluation of a Multiple Recommender Methods
[,ratingMatrix,ANY,ANY,ANY-method Class "ratingMatrix": Virtual Class for Rating Data