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Benchmarks
Matrix Factorization on MovieLens-20M
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0.772
RMSE
D-BPMF
0.76676
0.80213
0.8375
0.87287
Mar 2, 2017
RMSE
Wall-clock time (s)
Communication Cost
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE
Wall-clock time (s)
Communication Cost
D-BPMF
#Nodes/#cores=64/1536
2017.03
0.772
124
1.04
D-BPMF
#Nodes/#cores=1/24
2017.03
0.779
204
-
D-BPMF
#Nodes/#cores=8/192
2017.03
0.78
89
1.16
D-BPMF
#Nodes/#cores=85/2040
2017.03
0.78
120
1.39
D-BPMF
#Nodes/#cores=2/48
2017.03
0.781
158
1.65
Proposed method (BMF + PP)
#Nodes/#cores=361/8664
2017.03
0.789
70
3.15
NMF + PSGLD
#Nodes/#cores=1/24
2017.03
0.903
9,837
-
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