Table 2.

BACC from 10-fold cross-validation performed two times on the 24 datasets depicted along with the overall averages (AVG) and their SD

#	Conj_ RL	Ripper	C4.5	BRL1	BRL1000
1	98.34	98.65	100.00	100.00	100.00
2	29.83	44.20	66.91	86.22	100.00
3	47.29	54.39	60.41	50.71	54.88
4	47.46	43.92	43.47	59.29	69.15
5	30.24	32.45	37.68	41.17	47.17
6	87.42	81.83	84.50	83.75	82.75
7	81.70	81.70	81.70	97.50	100.00
8	20.70	25.54	38.56	45.00	63.75
9	41.89	47.36	42.56	61.41	74.71
10	37.19	59.83	58.96	59.92	61.24
11	26.04	29.62	38.81	45.62	48.90
12	51.76	53.40	55.53	57.08	47.50
13	51.73	62.48	70.28	65.00	68.46
14	40.81	44.81	42.93	43.31	49.63
15	43.55	46.64	46.39	54.56	57.78
16	47.13	59.48	71.69	80.50	83.17
17	40.93	47.59	40.73	82.17	74.67
18	23.91	29.88	33.80	26.95	55.78
19	40.52	55.57	48.71	76.83	77.50
20	50.22	71.30	83.81	60.00	73.75
21	40.98	43.09	42.52	49.29	51.27
22	53.54	48.19	54.92	61.59	65.07
23	44.60	57.38	50.05	64.34	53.20
24	61.99	50.79	64.47	75.83	63.33
AVG	47.57	52.80	56.64	63.66	67.65
(SD)	(19.03)	(17.44)	(17.91)	(18.45)	(16.57)
GA	46.74	52.89	56.66	63.16	68.67
(SD)	(20.08)	(18.64)	(19.06)	(19.58)	(17.39)
PA	53.38	52.12	56.48	67.25	60.53
(SD)	(8.70)	(4.74)	(7.34)	(7.55)	(6.41)

Averages over the genomic datasets 1–21 (GA) and their SDs, as well as averages over the proteomic datasets 22–24 (PA) and their SDs. Bold numbers indicate highest performance on a dataset.