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

Table 3

The performance for EasyEnsemble learning algorithm in testing dataset.

Window size	The value of the		MCC	TP	FN	TN	FP
5	3	0.5318	0.0514	136	199	986	513
7	3	0.5438	0.0725	131	204	1044	455
9	3	0.5426	0.0706	130	205	1045	454
11	3	0.5457	0.0779	122	213	1092	407
5	4	0.5443	0.0720	140	195	1006	493
7	4	0.5497	0.0827	133	202	1052	447
9	4	0.5347	0.0595	115	220	1090	409
11	4	0.5347	0.0598	112	223	1101	398
5	5	0.5417	0.0677	139	196	1002	497
7	5	0.5188	0.0313	117	218	1034	465
9	5	0.5303	0.0512	116	219	1069	430
11	5	0.5308	0.0542	104	231	1128	371