Results between proposed PSO-SVR and BPNN.
Drug efficacy values | MC | MCC | ||||||
---|---|---|---|---|---|---|---|---|
PSO-SVR | BPNN | PSO-SVR | BPNN | |||||
RMSE | MAPE | RMSE | MAPE | RMSE | MAPE | RMSE | MAPE | |
TXB2 | 0.031 | 5.31 | 0.069 | 7.82 | 0.029 | 4.65 | 0.57 | 7.74 |
6-Keto-PGFlα | 0.042 | 4.86 | 0.076 | 6.24 | 0.036 | 5.26 | 0.642 | 8.67 |