Journal of Healthcare Engineering / 2017 / Article / Tab 6

Research Article

Twin SVM-Based Classification of Alzheimer’s Disease Using Complex Dual-Tree Wavelet Principal Coefficients and LDA

Table 6

Performance evaluation over OASIS dataset.

MethodsAccuracySensitivitySpecificityPrecisionRecallf_measuregmean

Proposed96.68 ± 1.4497.72 ± 2.3495.61 ± 1.6796.13 ± 1.5797.72 ± 2.3496.76 ± 1.5196.56 ± 1.44
DTCWT+PCA+TSVM95.46 ± 1.3597.55 ± 1.2693.36 ± 2.3994.14 ± 2.0197.55 ± 1.2695.61 ± 1.2895.29 ± 1.42

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