| Class | Description |
|---|---|
| DatasetSplitter |
Split a recommendation dataset into a training and a test set
|
| FactorizationEvaluator |
Measures the root-mean-squared error of a rating matrix factorization against a test set.
|
| FactorizationEvaluator.PredictRatingsMapper | |
| MultithreadedSharingMapper<K1,V1,K2,V2> |
Multithreaded Mapper for
SharingMappers. |
| ParallelALSFactorizationJob |
MapReduce implementation of the two factorization algorithms described in
|
| PredictionMapper |
a multithreaded mapper that loads the feature matrices U and M into memory.
|
| RecommenderJob |
Computes the top-N recommendations per user from a decomposition of the rating matrix
|
| SharingMapper<K1,V1,K2,V2,S> |
Mapper class to be used by
MultithreadedSharingMapper. |
| SolveExplicitFeedbackMapper |
Solving mapper that can be safely executed using multiple threads
|
| SolveImplicitFeedbackMapper |
Solving mapper that can be safely executed using multiple threads
|
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