Probabilistic Adaptive Crossover Applied to Chilean Wine Classification

Table 5

Results obtained for feature selection of Chilean wines using LDA.

Run	Mixed			PAX			Discrete
	Train./valid. (%)	Test. (%)	N ° Char.	Train./valid. (%)	Test. (%)	N ° Char.	Train./valid. (%)	Test. (%)	N ° Char.
1	96.49	74.14	43	96.84	70.69	48	96.49	67.24	27
2	91.23	70.69	45	99.12	72.41	43	97.37	70.69	26
3	94.74	68.97	39	99.12	75.86	43	92.98	62.07	23
4	96.49	65.52	73	94.74	70.69	42	95.61	74.14	28
5	94.74	75.86	41	100.00	72.41	54	96.49	75.86	35
6	97.37	75.86	54	98.25	72.41	48	94.74	67.24	30
7	96.49	70.69	36	98.25	75.86	50	92.98	70.69	30
8	93.86	70.69	53	96.49	67.24	47	93.86	75.86	35
9	95.61	70.69	36	99.12	70.69	53	95.61	70.69	31
10	89.47	67.24	39	95.61	67.24	46	97.37	72.41	28
11	90.35	75.86	22	100.00	74.14	48	98.25	65.52	26
12	89.47	72.41	31	97.37	67.24	53	96.49	68.97	27
13	92.11	68.97	29	100.00	74.14	42	94.74	70.69	38
14	90.35	75.86	22	95.61	72.41	42	91.23	68.97	22
15	92.11	72.41	30	96.49	74.14	46	93.86	75.86	52
Average	93.39	71.72	39.53	97.80	71.84	47.00	95.20	70.46	30.53
Stand. dev.	2.81	3.31	13.28	1.77	2.89	4.16	1.96	4.01	7.40