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Table 4 Comparisons of several methods in terms of RMSE and training time on Ito's dataset

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

  EM ASSOC ASNM LPM APMM
Train      
1st 0.4693 0.4537 0.0486 0.0084 0.0077
2nd 0.4810 0.4670 0.0486 0.0086 0.0079
3rd 0.4746 0.4617 0.0508 0.0071 0.0060
4th 0.4683 0.4545 0.0474 0.0076 0.0057
5th 0.4676 0.4540 0.0493 0.0072 0.0066
Average 0.4722 0.4582 0.0489 0.0073 0.0068
Time (seconds) 6.6622 0.0090 0.003 1.099 0.007
Test      
1st 0.6624 0.6072 0.0743 0.0224 0.0189
2nd 0.4880 0.4938 0.0531 0.0104 0.0128
3rd 0.5670 0.5338 0.0591 0.0425 0.0427
4th 0.5848 0.5745 0.0641 0.0296 0.0271
5th 0.6417 0.6308 0.0753 0.0354 0.0307
Average 0.5888 0.5680 0.0652 0.0281 0.0265