Table 6 Percentage improved by MT compared with ST in RMSE.
From: A novel multi-target regression framework for time-series prediction of drug efficacy
MT-RMSE-imp [a] | LR | PR | SVR | ANN | PLS |
|---|---|---|---|---|---|
ber | 8.91 | 12.25 | 16.94 | 12.60 | 1.64 |
pal | 21.57 | 19.39 | 29.30 | 19.09 | −28.98 |
evo | 50.76 | 0.56 | 48.86 | 29.53 | −194.3 |
rut | 14.65 | 8.07 | 11.36 | −0.05 | −69.01 |
pae | 40.76 | 17.78 | 39.36 | 21.27 | −10.43 |