Research Article
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 |
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