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Table 5 Comparisons of of several methods in term of RMSE and training time on Krogan's yeast extended dataset

From: Analysis on multi-domain cooperation for predicting protein-protein interactions

  EM ASSOC ASNM LPM APMM
Train      
1st 0.4156 0.4525 0.4580 0.1262 0.1359
2nd 0.4176 0.4521 0.4607 0.1248 0.1360
3rd 0.4196 0.4548 0.4615 0.1291 0.1365
4th 0.4178 0.4535 0.4585 0.1243 0.1337
5th 0.4184 0.4546 0.4602 0.1256 0.1338
Average 0.4178 0.4535 0.4598 0.1260 0.1352
Time (seconds) 2699.9 0.2000 0.1968 118.21 6.5092
Test      
1st 0.5504 0.5548 0.4931 0.3967 0.3588
2nd 0.5390 0.5441 0.4906 0.3804 0.3407
3rd 0.5372 0.5407 0.4822 0.3687 0.3372
4th 0.5422 0.5364 0.4805 0.3854 0.3366
5th 0.5333 0.5291 0.4747 0.3907 0.3455
Average 0.5404 0.5410 0.4842 0.3844 0.3437