Journal of Healthcare Engineering / 2017 / Article / Tab 5

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.

MethodsAccuracySensitivitySpecificityPrecisionRecallf_measuregmean

Proposed92.65 ± 1.1893.11 ± 1.2992.19 ± 1.5692.78 ± 1.2793.11 ± 1.2992.63 ± 1.1992.46 ± 1.24
DTCWT+PCA+TSVM91.77 ± 0.8592.48 ± 0.8991.13 ± 1.3191.73 ± 0.9592.48 ± 0.8991.72 ± 0.7791.57 ± 0.91

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