Table 2. Average of misclassification rates over 100 runs of GFSMLP using the selected propensity (η = 0.2, μ = 0, n = 15, number of iterations = 2,000).

Data setsPropensities	AAP872	ABCpred	BCPred	Combo
1. Hydrophilicity (Parker)	9.43±0.79	5.46±0.77	6.63±0.60	14.02±0.86
2. Accessibility (Emini)	8.87±0.70	4.79±0.48	6.09±0.49	13.24±0.74
3. Flexibility (Karplus)	10.01±0.84	5.34±0.66	6.99±0.74	14.50±1.03
4. Surface Exposed Scale (Janin)	15.80±2.67	6.72±1.05	8.68±1.05	20.31±1.93
5. Polarity (Ponnuswamy)	19.78±1.75	16.59±2.97	13.07±1.84	24.10±2.43
6. Turns (Pellequer)	23.49±2.25	11.24±2.08	16.25±2.64	26.37±2.06
7. Antigenicity (Kolaskar)	11.00±1.28	5.84±0.62	8.06±0.96	16.96±1.29
8. Beta-turn (Chou)	8.40±0.60	4.53±0.45	6.05±0.52	12.67±0.66