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Benchmarks
Sparse Predictive Analytics on MovieLens (test)
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0.4443
RMSE
NFM
0.438444
0.477972
0.5175
0.557028
Aug 16, 2017
RMSE
Updated 4d ago
Evaluation Results
Method
Method
Links
RMSE
NFM
Factors=256, Param#=23...
2017.08
0.4443
Wide&Deep
Factors=256, Param#=24...
2017.08
0.4512
NFM
Factors=128, Param#=11...
2017.08
0.4557
Wide&Deep
Factors=128, Param#=12...
2017.08
0.4595
HOFM
Factors=256, Param#=46...
2017.08
0.4636
LibFM
Factors=256, Param#=23...
2017.08
0.4735
HOFM
Factors=128, Param#=23...
2017.08
0.4752
LibFM
Factors=128, Param#=11...
2017.08
0.4793
DeepCross
Factors=128, Param#=12...
2017.08
0.5084
DeepCross
Factors=256, Param#=25...
2017.08
0.513
Wide&Deep
Factors=256, Param#=24...
2017.08
0.5313
Wide&Deep
Factors=128, Param#=12...
2017.08
0.5323
DeepCross
Factors=128, Param#=12...
2017.08
0.5885
DeepCross
Factors=256, Param#=25...
2017.08
0.5907
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