Lab for Testing and Developing Recommender Algorithms for Binary Data


[Up] [Top]

Documentation for package ‘recommenderlab’ version 0.1-0

Help Pages

avg Class "evaluationResults": Results of the Evaluation of a Single Recommender Method
avg-method Class "evaluationResultList": Results of the Evaluation of a Multiple Recommender Methods
avg-method Class "evaluationResults": Results of the Evaluation of a Single Recommender Method
bestN Class "topNList": Top-N List
bestN-method Class "topNList": Top-N List
binarize Class "realRatingMatrix": Real-valued Rating Matrix
binarize-method Class "realRatingMatrix": Real-valued Rating Matrix
binaryRatingMatrix-class Class "binaryRatingMatrix": A Binary Rating Matrix
coerce-method Class "binaryRatingMatrix": A Binary Rating Matrix
coerce-method Class "evaluationResultList": Results of the Evaluation of a Multiple Recommender Methods
coerce-method Class "ratingMatrix": Virtual Class for Rating Data
coerce-method Class "realRatingMatrix": Real-valued Rating Matrix
coerce-method Class "topNList": Top-N List
colCounts Class "ratingMatrix": Virtual Class for Rating Data
colCounts-method Class "ratingMatrix": Virtual Class for Rating Data
colCounts-method Class "topNList": Top-N List
colMeans-method Class "ratingMatrix": Virtual Class for Rating Data
confusionMatrix-class Class "evaluationResults": Results of the Evaluation of a Single Recommender Method
dim-method Class "ratingMatrix": Virtual Class for Rating Data
dimnames-method Class "ratingMatrix": Virtual Class for Rating Data
dimnames<--method Class "ratingMatrix": Virtual Class for Rating Data
dissimilarity-method Dissimilarity Calculation Between Rating Data
evaluate Evaluate a Recommender Models
evaluate-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-class Class "evaluationScheme": Evaluation Scheme
evaluationScheme-method Create an Evaluation Scheme
getConfusionMatrix Class "evaluationResults": Results of the Evaluation of a Single Recommender Method
getConfusionMatrix-method Class "evaluationResults": Results of the Evaluation of a Single Recommender Method
getData Class "evaluationScheme": Evaluation Scheme
getData-method Class "evaluationScheme": Evaluation Scheme
getModel Class "evaluationResults": Results of the Evaluation of a Single Recommender Method
getModel-method Class "Recommender": A Recommender Model
getModel-method Class "evaluationResults": Results of the Evaluation of a Single Recommender Method
getRuns Class "evaluationResults": Results of the Evaluation of a Single Recommender Method
getRuns-method Class "evaluationResults": Results of the Evaluation of a Single Recommender Method
image-method Class "ratingMatrix": Virtual Class for Rating Data
LIST-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-method Class "ratingMatrix": Virtual Class for Rating Data
nratings Class "ratingMatrix": Virtual Class for Rating Data
nratings-method Class "ratingMatrix": Virtual Class for Rating Data
nusers Class "ratingMatrix": Virtual Class for Rating Data
nusers-method Class "ratingMatrix": Virtual Class for Rating Data
plot-method Plot Evaluation Results
predict-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-class Class "Recommender": A Recommender Model
Recommender-method Create a Recommender Model
recommenderRegistry Create a Recommender Model
rowCounts Class "ratingMatrix": Virtual Class for Rating Data
rowCounts-method Class "ratingMatrix": Virtual Class for Rating Data
rowCounts-method Class "topNList": Top-N List
rowMeans-method Class "ratingMatrix": Virtual Class for Rating Data
sample-method Class "ratingMatrix": Virtual Class for Rating Data
show-method Class "Recommender": A Recommender Model
show-method Class "evaluationResultList": Results of the Evaluation of a Multiple Recommender Methods
show-method Class "evaluationResults": Results of the Evaluation of a Single Recommender Method
show-method Class "evaluationScheme": Evaluation Scheme
show-method Class "ratingMatrix": Virtual Class for Rating Data
show-method Class "topNList": Top-N List
topNList-class Class "topNList": Top-N List
[-method Class "evaluationResultList": Results of the Evaluation of a Multiple Recommender Methods
[-method Class "ratingMatrix": Virtual Class for Rating Data