Table 5 Performance evaluation with separate testing dataset.
From: Predicting host tropism of influenza A virus proteins using random forest
Model | Accuracy | Sensitivity | Specificity | AUC | MCC |
|---|---|---|---|---|---|
HA | 98.78 | 0.988 | 0.992 | 0.997 | 0.976 |
M1 | 97.18 | 0.972 | 0.984 | 0.984 | 0.940 |
M2 | 97.09 | 0.971 | 0.971 | 0.993 | 0.939 |
NA | 98.56 | 0.986 | 0.987 | 0.998 | 0.971 |
NP | 97.56 | 0.976 | 0.965 | 0.991 | 0.946 |
NS1 | 97.86 | 0.979 | 0.976 | 0.994 | 0.953 |
NS2 | 97.63 | 0.976 | 1.000 | 0.976 | 0.948 |
PA | 97.52 | 0.975 | 0.991 | 0.995 | 0.947 |
PB1 | 97.23 | 0.972 | 0.988 | 0.994 | 0.942 |
PB1-F2 | 98.54 | 0.985 | 0.988 | 0.994 | 0.957 |
PB2 | 97.89 | 0.979 | 0.991 | 0.996 | 0.956 |
Combined | 99.83 | 0.998 | 1.000 | 0.998 | 0.997 |