Research Article
An Intelligent Parkinson’s Disease Diagnostic System Based on a Chaotic Bacterial Foraging Optimization Enhanced Fuzzy KNN Approach
Table 16
Detailed classification results of CBFO-FKNN on the Istanbul dataset.
| Fold | CBFO-FKNN | No. | ACC | AUC | Sen | Spec | | |
| 1 | 0.8571 | 0.7273 | 0.9545 | 0.5000 | 3 | 4.80 | 2 | 0.8276 | 0.5833 | 1.0000 | 0.1667 | 3 | 3.70 | 3 | 0.8276 | 0.7065 | 0.9130 | 0.5000 | 3 | 7.30 | 4 | 0.8276 | 0.5833 | 1.0000 | 0.1667 | 3 | 4.16 | 5 | 0.8966 | 0.7500 | 1.0000 | 0.5000 | 3 | 9.40 | 6 | 0.7931 | 0.6232 | 0.9130 | 0.3333 | 3 | 2.50 | 7 | 0.8621 | 0.7283 | 0.9565 | 0.5000 | 3 | 9.70 | 8 | 0.8276 | 0.5833 | 1.0000 | 0.1667 | 3 | 4.30 | 9 | 0.8276 | 0.5833 | 1.0000 | 0.1667 | 3 | 8.20 | 10 | 0.8214 | 0.6439 | 0.9545 | 0.3333 | 3 | 7.04 | Mean | 0.8368 | 0.6513 | 0.9692 | 0.3333 | 3 | 6.11 |
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