Research Article
[Retracted] Task-Oriented Intelligent Solution to Measure Parkinson’s Disease Tremor Severity
Table 7
Potential systems performance.
| System | Classifier | Resample technique | Accuracy (%) | F1-score (%) | IBA (%) | G-mean (%) | AUC (%) |
| System 1 | SVM | ADASYN | 97 | 97 | 96 | 98 | 99 | System 2 | SVM | ADASYN | 97 | 97 | 96 | 98 | 99 | System 3 | SVM | ADASYN | 97 | 97 | 96 | 98 | 100 | System 4 | SVM | SMOTETomek | 96 | 96 | 94 | 97 | 99 | System 5 | SVM | SMOTEENN | 93 | 93 | 90 | 95 | 99 | System 6 | SVM | BorderlineSMOTE | 98 | 98 | 97 | 98 | 100 |
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