Table 2 Overall performance in \({\texttt {LOV}}\) on 26 testing patients
From: Cognitive biomarker prioritization in Alzheimer’s Disease using brain morphometric data
Method | Feature level | Task level | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
QH@5 | WQH@5 | NH\(_1\)@1 | NH\(_1\)@5 | NH\(_2\)@1 | NH\(_2\)@5 | NH\(_3\)@1 | NH\(_3\)@5 | NH\(_5\)@1 | NH\(_5\)@5 | NH\(_{\text {all}}\)@1 | NH\(_{\text {all}}\)@5 | |
\({\mathtt {PLTR}}\) | \(\underline{\textit{1.615}}\) | \(\underline{\textit{1.906}}\) | 0.846 | 3.231 | 0.577 | 3.385 | 0.231 | 3.654 | 0.308 | 3.346 | 0.808 | 3.692 |
1.500 | 1.778 | \(\underline{\textit{0.846}}\) | 3.269 | \(\underline{\textit{0.577}}\) | \(\underline{\textit{3.538}}\) | 0.269 | 3.654 | 0.269 | 3.269 | 0.808 | 3.577 | |
1.538 | 1.856 | 0.846 | 3.192 | 0.577 | 3.423 | 0.308 | \(\underline{\textit{3.731}}\) | 0.346 | 3.346 | 0.808 | 3.615 | |
1.577 | 1.851 | 0.846 | 3.192 | 0.577 | 3.462 | 0.308 | 3.654 | \(\underline{\textit{0.346}}\) | 3.462 | 0.808 | 3.654 | |
1.615 | 1.906 | 0.846 | 3.231 | 0.577 | 3.385 | 0.231 | 3.654 | 0.308 | 3.346 | \(\underline{\textit{0.808}}\) | 3.692 | |
\({\mathtt {PLTR_h}}\) | \(\underline{\textit{1.615}}\) | 1.836 | \(\underline{\textit{0.846}}\) | 3.192 | \(\underline{\textit{0.577}}\) | 3.500 | 0.269 | 3.731 | \(\underline{\textit{0.346}}\) | 3.731 | \(\underline{\textit{0.808}}\) | 4.154 |
1.538 | 1.891 | 0.846 | 3.192 | 0.577 | 3.500 | 0.269 | 3.731 | 0.346 | 3.615 | 0.808 | 4.038 | |
1.538 | 1.856 | 0.769 | 3.308 | 0.577 | 3.462 | 0.269 | 3.615 | 0.308 | 3.385 | 0.808 | 3.500 | |
1.538 | 1.712 | 0.846 | 3.115 | 0.577 | 3.423 | 0.154 | \(\underline{\textit{3.731}}\) | 0.308 | 3.808 | 0.808 | \(\underline{\textit{4.269}}\) | |
\({\mathtt {KRL}}\) | 1.423 | 1.656 | 0.615 | 2.615 | \(\underline{\textit{0.577}}\) | 3.308 | 0.038 | 3.577 | \(\underline{\textit{0.346}}\) | \(\underline{\textit{3.962}}\) | \(\underline{\textit{0.808}}\) | \(\underline{\textit{4.269}}\) |
1.346 | 1.881 | 0.577 | 2.615 | 0.577 | 3.308 | 0.038 | 3.577 | 0.346 | 3.962 | 0.808 | 4.269 | |
1.346 | 1.435 | 0.808 | \(\underline{\textit{3.423}}\) | 0.538 | 3.500 | \(\underline{\textit{0.346}}\) | \(\underline{\textit{3.731}}\) | 0.154 | 3.423 | 0.808 | 3.538 | |
\({\mathtt {BMTMKL}}\) | 0.423 | 0.212 | \(\underline{\textit{0.846}}\) | 2.615 | \(\underline{\textit{0.577}}\) | 3.308 | 0.038 | 3.577 | \(\underline{\textit{0.346}}\) | 3.769 | \(\underline{\textit{0.808}}\) | \(\underline{\textit{4.269}}\) |