表 6. Comparison of classification performance metrics of SMILESynergy and other models.
SMILESynergy与其他模型的分类性能指标对比
模型 | ACC | PREC | SENS | F1 | ROC_AUC |
SMILESynergy | 0.97±0.01 | 0.81±0.07 | 0.76±0.10 | 0.78±0.07 | 0.87±0.05 |
MulinputSynergy | 0.95±0.00 | 0.63±0.02 | 0.58±0.01 | 0.52±0.01 | 0.94±0.00 |
DeepSynergy | 0.95±0.00 | 0.57±0.01 | 0.53±0.01 | 0.50±0.02 | 0.93±0.00 |