Research Article
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 |
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