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