Table 4 The performance of various models (Weka) using selected features on HL16 dataset
From: Designing of peptides with desired half-life in intestine-like environment
Total attributes | Techniques | Selected attributes | Method | R | R2 | MAE |
|---|---|---|---|---|---|---|
20 | DecisionTable | C, D, G, R | Amino acid composition | 0.97 | 0.93 | 0.07 |
400 | DecisionTable | CG, GD, GF | Dipeptide composition | 0.98 | 0.96 | 0.06 |
8000 | DecisionTable | AQC, EAQ, FGD, GFG, QCG | Tripeptide composition | 0.98 | 0.96 | 0.06 |