Prediction of “Aggregation-Prone” Peptides with Hybrid Classification Approach

Table 4

The performance for BalanceCascade learning algorithm in testing dataset.

Window size	The value of the		MCC	TP	FN	TN	FP
5	3	0.5292	0.0506	107	228	1107	392
7	3	0.5382	0.0694	100	235	1166	333
9	3	0.5197	0.0660	104	231	1142	356
11	3	0.5357	0.0641	101	234	1152	347
5	4	0.5366	0.0649	106	229	1135	367
7	4	0.5405	0.0738	101	234	1168	331
9	4	0.5319	0.0580	97	238	1163	336
11	4	0.5253	0.0489	81	254	1213	286
5	5	0.5379	0.0667	108	227	1130	369
7	5	0.5197	0.0353	94	241	1139	360
9	5	0.5293	0.0543	92	243	1175	324
11	5	0.5253	0.0470	81	254	1208	291