Table 1. AUC of binary classification ML models for different ST types.
ML models | ST5 | ST45 | ST59 | ST239 | ||||
---|---|---|---|---|---|---|---|---|
AUC | SE | AUC | SE | AUC | SE | AUC | SE | |
DT | 0.762 | 0.079 | 0.500 | 0.000 | 0.933 | 0.021 | 0.895 | 0.019 |
SVM | 0.963 | 0.018 | 0.919 | 0.039 | 0.975 | 0.015 | 0.991 | 0.005 |
KNN | 0.953 | 0.033 | 0.789 | 0.114 | 0.958 | 0.026 | 0.967 | 0.020 |
AUC: area under ROC curve; SE: standard error.