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%