Research Article
An Expert Diagnosis System for Parkinson Disease Based on Genetic Algorithm-Wavelet Kernel-Extreme Learning Machine
Table 5
The comparison results of the proposed GA-WK-ELM method and previous studies.
| Studies | Method | The number of features | Training | Testing | Time | Accuracy (%) | Accuracy (%) |
| Ref [13] | ANFIS-LH | 4 | — | 95.38 | 94.72 | MLPNN | 4 | — | 93.88 | 89.69 | RBFNN | 4 | — | 91.84 | 87.63 |
| Ref [14] | PNN | 22 | — | 81.74 | 81.28 |
| In this study | GA-WK-ELM | 22 | 0.21 μs | 99.42 | 96.81 |
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