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Collaborative Filtering on MovieLens random 25% 1M (test)
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0.831
Test RMSE
I-AutoRec
0.82892
0.84296
0.857
0.87104
Nov 19, 2015
Dec 16, 2015
Jan 13, 2016
Feb 10, 2016
Mar 8, 2016
Apr 5, 2016
May 3, 2016
Test RMSE
Convergence Time (s)
Speed-up
Updated 4d ago
Evaluation Results
Method
Method
Links
Test RMSE
Convergence Time (s)
Speed-up
I-AutoRec
2015.11
0.831
-
-
LLORMA-LOCAL
2015.11
0.833
-
-
NNMF
Number of Hidden Layer...
2015.11
0.843
-
-
NNMF
Number of Hidden Layer...
2015.11
0.846
-
-
BiasedMF
Rank (D)=60
2015.11
0.852
-
-
NTN
Rank (D)=60
2015.11
0.852
-
-
I-RBM
2015.11
0.854
-
-
LLORMA-GLOBAL
2015.11
0.865
-
-
Masked online dictionary learning (MODL)
CPU=2.7 GHz Xeon, Dict...
2016.05
0.866
8
0.75
Coordinate descent (CD)
CPU=2.7 GHz Xeon, Dict...
2016.05
0.872
6
-
PMF
Rank (D)=60
2015.11
0.883
-
-
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