模型 | LightGBM | 随机森林 | KNN | CNN | LHGCAT-XDF |
准确率(Accuracy) | 71.0% | 71.5% | 69.5% | 72.5% | 79.0% |
精准度(Precision) | 77.63% | 77.22% | 76.71% | 77.78% | 83.72% |
召回率(Recall) | 0.59 | 0.61 | 0.56 | 0.63 | 0.72 |
特异性(Specificity) | 0.83 | 0.82 | 0.83 | 0.82 | 0.86 |
F1值(F1-Score) | 67.05% | 68.16% | 64.74% | 69.61% | 77.42% |