Table 2.
Prediction accuracies of ternary classification model for psychrophilic, mesophilic, and thermophilic proteins.
| Class | Descriptor | RF | SVM | Bayes | KNN |
|---|---|---|---|---|---|
| P-M-T (P)a | AAC | 0.738 (0.731) | 0.758 (0.761) | 0.756 (0.717) | 0.746 (0.724) |
| DPC | 0.700 (0.710) | 0.721 (0.703) | 0.702 (0.703) | 0.671 (0.688) | |
| AAC + DPC | 0.736 (0.717) | 0.761 (0.753) | 0.716 (0.710) | 0.688 (0.710) |
a
The combined accuracies with three descriptors for psychrophilic (P), mesophilic (M) and thermophilic (T) proteins, and the accuracies for psychrophilic proteins is listed in bracket.