Table 7.
A summary of the statistics (mean ± std [min–max]) of the number of hierarchies with the proposed DW-S2MTL in the tasks of binary and multi-class classification with modalities
| Task | MRI | PET | MP | MPC |
|---|---|---|---|---|
| AD/CN | 1.1 ± 0.3 [1–2] | 1.4 ± 0.7 [1–3] | 1.5 ± 0.7 [1–3] | 1.6 ± 1.0 [1–4] |
| MCI/CN | 1.5 ± 0.8 [1–3] | 1.8 ± 0.8 [1–3] | 1.4 ± 0.5 [1–2] | 2.0 ± 1.1 [1–4] |
| pMCI/sMCI | 1.1 ± 0.3 [1–2] | 1.2 ± 0.4 [1–2] | 1.3 ± 0.5 [1–2] | 1.4 ± 0.7 [1–3] |
| AD/MCI/CN | 1.4 ± 0.5 [1–2] | 1.7 ± 0.8 [1–3] | 1.6 ± 1.0 [1–4] | 1.5 ± 0.7 [1–3] |
| AD/pMCI/sMCI/CN | 1.4 ± 1.0 [1–4] | 1.8 ± 0.8 [1–3] | 1.4 ± 0.8 [1–3] | 1.5 ± 0.5 [1–2] |