Table 7 Prediction measures after removing features that have less information gain using DS-All dataset.
From: Protein inter-domain linker prediction using Random Forest and amino acid physiochemical properties
Features Removed | Recall | Precision | F1 |
|---|---|---|---|
None | 0.675 | 0.987 | 0.802 |
Polarity | 0.673 | 0.984 | 0.799 |
Charge and Polarity | 0.645 | 0.983 | 0.779 |
Size and all the above | 0.602 | 0.980 | 0.746 |
Electronic and all the above | 0.455 | 0.968 | 0.619 |
Aromaticity and all the above | 0.325 | 0.916 | 0.480 |
Hydrophobicity and all the above | 0.169 | 0.204 | 0.185 |