Probabilistic Adaptive Crossover Applied to Chilean Wine Classification

Table 4

Results obtained for feature selection of Chilean wines using SVM.

Run	Mixed			PAX			Discrete
	Train./valid. (%)	Test. (%)	N ° Char.	Train./valid. (%)	Test. (%)	N ° Char.	Train./valid. (%)	Test. (%)	N ° Char.
1	82.46	68.97	150	86.84	68.97	211	83.33	65.52	194
2	84.21	65.52	143	87.72	68.97	219	86.84	70.69	182
3	86.84	67.24	141	86.84	65.52	159	86.84	65.52	152
4	87.72	70.69	140	86.84	67.24	212	86.84	65.52	189
5	81.58	68.97	160	86.84	67.24	236	85.09	62.07	193
6	86.84	56.90	171	88.60	70.69	263	87.72	67.24	203
7	83.33	63.79	154	88.60	67.24	201	85.96	70.69	189
8	85.96	65.52	210	86.84	75.86	244	86.84	72.41	206
9	87.72	68.97	172	87.72	72.41	234	88.60	70.69	181
10	87.72	67.24	220	87.72	68.97	200	87.72	70.69	211
11	81.58	67.24	127	82.46	67.24	209	84.21	65.52	189
12	83.33	65.52	159	87.72	60.34	201	87.72	68.97	195
13	85.09	67.24	226	87.72	68.97	194	87.72	65.52	189
14	88.60	72.41	213	85.96	70.69	183	87.72	70.69	191
15	84.21	60.34	167	87.72	70.69	213	86.84	72.41	188
Average	85.15	66.44	170.20	87.08	68.74	211.93	86.67	68.28	190.13
Stand. dev.	2.38	3.90	31.95	1.46	3.44	25.50	1.45	3.18	13.40