Class Summary |
ConstantModel |
This is a class implementing three baselines, including constant model,
user average, and item average. |
MatrixFactorization |
This is a class implementing matrix-factorization-based CF algorithms,
including regularized SVD, NMF (Lee and Seung, NIPS 2001), PMF (NIPS 2008),
and Bayesian PMF (ICML 2008). |
MemoryBased |
This is a class implementing memory-based CF algorithms,
including user-based CF and item-based CF (Sarwar et al, UAI 1998). |
OneClassTest |
This is an One-class Collaborative Filtering Test main file. |