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

Table 13

Classification errors using GA + SVM: low concentration.

Selected; variables	Train; (134 samples)	Test; (39 samples)	Commercial; (2 samples)
MSE train
[1, 107]	15	5	1
[5, 91]	16	5	1
[2, 107]	17	5	1
[11, 97]	14	6	1
MSE train + MSE test
[5, 73]	13	4	1
[27, 90]	14	4	1
[2, 94]	15	4	1
[27, 88]	14	5	2