Research Article
Twin SVM-Based Classification of Alzheimer’s Disease Using Complex Dual-Tree Wavelet Principal Coefficients and LDA
Table 5
Performance evaluation over ADNI dataset.
| Methods | Accuracy | Sensitivity | Specificity | Precision | Recall | f_measure | gmean |
| Proposed | 92.65 ± 1.18 | 93.11 ± 1.29 | 92.19 ± 1.56 | 92.78 ± 1.27 | 93.11 ± 1.29 | 92.63 ± 1.19 | 92.46 ± 1.24 | DTCWT+PCA+TSVM | 91.77 ± 0.85 | 92.48 ± 0.89 | 91.13 ± 1.31 | 91.73 ± 0.95 | 92.48 ± 0.89 | 91.72 ± 0.77 | 91.57 ± 0.91 |
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