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Item Recommendation on MovieLens 1M (test)

0.4103PrecisionKTUP
0.28810.3198250.351550.383275Feb 17, 2019

Evaluation results

MethodLinks
KTUPPreference induction strategy=soft, Top-N rank=102019.020.41030.17250.19820.89030.6992
KTUPPreference induction strategy=hard, Top-N rank=102019.020.40870.17240.19790.88970.6965
CKETop-N rank=102019.020.38670.16650.18940.88360.6705
TUPPreference induction strategy=hard, Top-N rank=102019.020.37290.17070.18980.8960.674
TUPPreference induction strategy=soft, Top-N rank=102019.020.370.16790.18760.89470.6702
CoFMModel variant=share, Top-N rank=102019.020.32080.13020.15120.8330.5869
CoFMModel variant=reg, Top-N rank=102019.020.31740.12740.14870.82670.5866
BPRMFTop-N rank=102019.020.30810.12950.14840.83180.6102
CFKGTop-N rank=102019.020.29450.12490.14230.82240.5897
FMTop-N rank=102019.020.29280.11920.13810.81060.5948