Research Article
Quality Control of Olive Oils Using Machine Learning and Electronic Nose
Table 2
The confusion matrix based on error rates with 32 inputs for ANN.
| Class | TP | FP | FN | TN | | ER |
| Olive Oil 1 | 10 | 0 | 0 | 110 | 1.00 | 0.000 | Olive Oil 2 | 1 | 0 | 9 | 110 | 1.00 | 0.075 | Olive Oil 3 | 9 | 0 | 1 | 110 | 1.00 | 0.008 | Olive Oil 4 | 3 | 11 | 7 | 99 | 0.21 | 0.150 | Olive Oil 5 | 1 | 5 | 9 | 105 | 0.17 | 0.117 | Olive Oil 6 | 1 | 5 | 9 | 105 | 0.17 | 0.117 | Olive Oil 7 | 5 | 9 | 5 | 101 | 0.36 | 0.117 | Olive Oil 8 | 9 | 0 | 1 | 110 | 1.00 | 0.008 | Olive Oil 9 | 10 | 0 | 0 | 110 | 1.00 | 0.000 | Olive Oil 10 | 10 | 0 | 0 | 110 | 1.00 | 0.000 | Olive Oil 11 | 10 | 0 | 0 | 110 | 1.00 | 0.000 | Olive Oil 12 | 10 | 0 | 0 | 110 | 1.00 | 0.000 |
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