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ResearchFormerly WizWand

Collaborative Filtering on MovieLens 10M (test)

0.771RMSEU-CF-NADE-S
0.767160.793080.8190.84492May 31, 2016Aug 1, 2016Oct 2, 2016Dec 3, 2016Feb 3, 2017Apr 6, 2017Jun 7, 2017
Updated 8mo ago

Evaluation results

MethodLinks
U-CF-NADE-SOrientation=User-based, Number of layers=22016.050.771
CF-NADESide Information=None, Split=90/10, Model Variant=Best-performing2017.060.771
U-CF-NADE-SOrientation=User-based, Number of layers=12016.050.772
GC-MCSide Information=None, Split=90/102017.060.777
LLORMA-LOCALModel Variant=Local2016.050.782
I-AUTORECOrientation=Item-based2016.050.782
LLORMA-LocalSide Information=None, Split=90/102017.060.782
I-AUTORECSide Information=None, Split=90/102017.060.782
BIASMF2016.050.803
BiasMFSide Information=None, Split=90/102017.060.803
LLORMA-GLOBALModel Variant=Global2016.050.822
U-RBMOrientation=User-based2016.050.823
I-RBMOrientation=Item-based2016.050.825
I-RBMSide Information=None, Split=90/102017.060.825
U-AUTORECOrientation=User-based2016.050.867