Research Article
An Intelligent Parkinson’s Disease Diagnostic System Based on a Chaotic Bacterial Foraging Optimization Enhanced Fuzzy KNN Approach
Table 15
Detailed classification results of CBFO-FKNN on the Oxford dataset.
| | Fold | CBFO-FKNN | | No. | ACC | AUC | Sen | Spec | | |
| | 1 | 0.9474 | 0.9667 | 0.9333 | 1.0000 | 1 | 1.77 | | 2 | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 1 | 2.94 | | 3 | 0.9500 | 0.9688 | 0.9375 | 1.0000 | 1 | 3.92 | | 4 | 0.9500 | 0.9375 | 1.0000 | 0.8750 | 1 | 6.89 | | 5 | 0.9500 | 0.9667 | 0.9333 | 1.0000 | 1 | 9.33 | | 6 | 0.9000 | 0.9412 | 0.8824 | 1.0000 | 1 | 7.26 | | 7 | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 1 | 9.21 | | 8 | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 1 | 7.61 | | 9 | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 1 | 8.95 | | 10 | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 1 | 7.25 | | Mean | 0.9697 | 0.9781 | 0.9687 | 0.9875 | 1 | 6.51 |
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