Model | Training data | Testing data | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
 | Accuracy | Precision | Recall | G-means | MCC | Accuracy | Precision | Recall | G-means | MCC |
HA | 0.966 | 0.967 | 0.956 | 0.953 | 0.943 | 0.965 | 0.969 | 0.956 | 0.955 | 0.947 |
NA | 0.961 | 0.962 | 0.953 | 0.953 | 0.939 | 0.957 | 0.958 | 0.95 | 0.949 | 0.933 |
NP | 0.947 | 0.944 | 0.933 | 0.931 | 0.912 | 0.954 | 0.951 | 0.944 | 0.943 | 0.927 |
PA | 0.929 | 0.916 | 0.893 | 0.89 | 0.881 | 0.922 | 0.906 | 0.892 | 0.888 | 0.875 |
PB1 | 0.931 | 0.927 | 0.907 | 0.902 | 0.887 | 0.937 | 0.933 | 0.914 | 0.912 | 0.898 |
PB2 | 0.943 | 0.937 | 0.912 | 0.913 | 0.906 | 0.945 | 0.938 | 0.923 | 0.921 | 0.911 |
NS1 | 0.934 | 0.928 | 0.917 | 0.916 | 0.896 | 0.931 | 0.93 | 0.919 | 0.917 | 0.896 |
M2 | 0.876 | 0.866 | 0.856 | 0.854 | 0.805 | 0.865 | 0.86 | 0.853 | 0.848 | 0.795 |