Research Article
A New Approach to Diagnose Parkinson’s Disease Using a Structural Cooccurrence Matrix for a Similarity Analysis
Table 2
Comparison between the best results of this paper and the best results of the Pereira et al. approach [
13].
| Classif. | Database | Feature extractor | Accuracy (%) |
| Bayes | Meander | Pereira et al. approach [13] | 59.20 ± 4.78 | Proposed approach | 77.72 ± 4.27 | Spiral | Pereira et al. approach [13] | 64.23 ± 7.11 | Proposed approach | 82.01 ± 5.53 | M/S | Pereira et al. approach [13] | 45.79 ± 4.15 | Proposed approach | 71.39 ± 2.39 |
| OPF | Meander | Pereira et al. approach [13] | 57.54 ± 6.35 | Proposed approach | 77.50 ± 2.75 | Spiral | Pereira et al. approach [13] | 52.48 ± 5.32 | Proposed approach | 75.71 ± 4.39 | M/S | Pereira et al. approach [13] | 55.86 ± 3.63 | Proposed approach | 67.21 ± 1.98 |
| SVM | Meander | Pereira et al. approach [13] | 66.72 ± 5.33 | Proposed approach | 82.23 ± 3.02 | Spiral | Pereira et al. approach [13] | 50.16 ± 1.71 | Proposed approach | 85.54 ± 3.62 | M/S | Pereira et al. approach [13] | 58.61 ± 2.84 | Proposed approach | 74.13 ± 2.27 |
|
|