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Table 9 Test on the efficacy prediction with siRNAs binding to single mRNA.

From: Multi-task learning for cross-platform siRNA efficacy prediction: an in-silico study

 

Test 9

RMSE

  

Task 1

Task 2

Task 3

Task 4

Task 5

 

STL

21.7139

31.3104

22.0464

20.5358

31.3807

D1

STL with combination and scaling

20.8203

24.7029

21.2602

18.7345

28.9061

 

STL

32.3753

28.3268

27.7405

22.1219

33.1770

D2

STL with combination and scaling

26.9951

25.7676

25.0711

19.9418

32.4254

  1. "T" denotes"Task". STL: single task learning. Test 9: Two datasets (D1 and D2) are randomly split into 5 sub-tasks and similar study as Test 1-Test 2 are performed on them respectively.