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

Table 10

Run- and fold-wise classification performance of the proposed approach over OASIS dataset.

Folds	Runs	Run 1	Run 2	Run 3	Run 4	Run 5	Run 6	Run 7	Run 8	Run 9	Run 10
Fold 1		94.44	94.44	100	88.23	100	100	100	94.11	100	100	Average accuracy; 96.58
Fold 2		94.11	100	88.23	88.88	88.88	100	94.11	100	88.88	93.75
Fold 3		94.44	94.11	100	94.11	100	94.44	100	94.11	100	100
Fold 4		100	100	100	94.44	100	94.44	100	100	100	100
Fold 5		100	88.88	100	100	94.44	100	94.11	100	94.11	94.44
Fold-wise accuracy		96.60	95.49	97.64	93.13	96.66	97.77	97.64	97.64	96.60	97.63