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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