Model | Test method | Sn(%) | Sp(%) | ACC(%) | ROC | Time(s) |
---|---|---|---|---|---|---|
LSTM | five-fold cross validation | 90.75 | 98.52 | 94.45 | 0.94 | 54.37 |
independent test | 85.81 | 92.85 | 89.78 | 0.87 | 58.63 | |
SVM | five-fold cross validation | 88.85 | 88.14 | 94.45 | 0.94 | 0.74 |
independent test | 79.07 | 84.56 | 84.23 | 0.85 | 12.54 |