Hybrid Model Based on Genetic Algorithms and SVM Applied to Variable Selection within Fruit Juice Classification

Table 12

Classification errors using GA + SVM: high concentration.

Selected; variables	Train; (86 samples)	Test; (44 samples)	Commercial; (21 samples)
MSE train
[4, 69]	5	5	2
[81, 84]	9	5	2
[68, 28]	4	6	2
[91, 101]	4	6	1
MSE train + MSE test
[9, 105]	5	3	3
[9, 113]	5	4	9
[34, 101]	4	5	11
[86, 104]	5	5	4