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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.