Research Article
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 |
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