Table 2 The performance of Weka models developed using selected features on HL10 dataset
From: Designing of peptides with desired half-life in intestine-like environment
Total attributes | Techniques | Selected attributes | Method | R | R2 | MAE |
|---|---|---|---|---|---|---|
20 | KStar | D, G, P, R | Amino acid composition | 0.61 | 0.35 | 1.42 |
400 | IBk | EK, EL, GD, GF, IE, KP, PG, YL | Dipeptide composition | 0.70 | 0.46 | 1.22 |
8000 | IBk | AAH, AGR, AMP, ARE, ASV, DSI, EEK, ELY, ESK, FCI, FGD, FSL, FSS, FYC, GDS, GFG, GLF, GSI, GTS, ILP, INF, INK, IRN, ITK, KIL, KIS, KLP, LVL, MVL, PGF, PVQ, SGL, SIE, SLR, SVL, VFK, VLF, VYL | Tripeptide composition | 0.73 | 0.35 | 1.39 |