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. Author manuscript; available in PMC: 2017 Oct 25.
Published in final edited form as: Adv Neural Inf Process Syst. 2016;29:4071–4079.

Table 1.

The Comparison of RMSE values of different methods on real-world datasets.

MovieLens Data NCI-Dream Challenge
Methods 20% 30% 40% 50% 20% 30% 40% 50%
Our approach 0.276
(± 0.001) 		0.279
(± 0.002) 		0.284
(± 0.001) 		0.292
(± 0.001) 		0.181
(± 0.069) 		0.139
(± 0.010) 		0.145
(± 0.018) 		0.190
(± 0.031)
MAXIDE 0.424
(±0.016)		 0.425
(±0.013)		 0.419
(±0.008)		 0.421
(±0.013)		 0.268
(±0.036)		 0.240
(±0.007)		 0.255
(±0.016)		 0.288
(±0.022)
IMC 0.935
(±0.001)		 0.943
(±0.001)		 0.945
(±0.001)		 0.959
(±0.001)		 0.437
(±0.031)		 0.489
(±0.003)		 0.557
(±0.013)		 0.637
(±0.011)
DirtyIMC 0.705
(±0.001)		 0.738
(±0.001)		 0.775
(±0.001)		 0.814
(±0.001)		 0.432
(±0.033)		 0.475
(±0.008)		 0.551
(±0.018)		 0.632
(±0.011)