Table 3 Overall Performance in \({\texttt {LOV}}\) on 52 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 | |
\({\mathtt {PLTR}}\) | 1.385 | 1.668 | 0.788 | 3.212 | 0.423 | 3.654 | 0.115 | 3.750 | 0.288 | 3.423 | 0.788 | 3.423 |
1.327 | 1.616 | \(\underline{\textit{0.808}}\) | \(\underline{\textit{3.269}}\) | 0.423 | 3.654 | 0.115 | 3.731 | 0.173 | 3.423 | 0.788 | 3.404 | |
1.327 | 1.652 | 0.788 | 3.212 | 0.423 | \(\underline{\textit{3.712}}\) | 0.115 | \(\underline{\textit{3.750}}\) | 0.269 | 3.423 | 0.788 | 3.404 | |
1.308 | 1.616 | 0.788 | 3.154 | 0.423 | 3.654 | 0.115 | 3.712 | 0.288 | 3.481 | 0.788 | 3.615 | |
1.288 | 1.581 | 0.808 | 3.173 | 0.423 | 3.596 | 0.115 | 3.750 | 0.192 | 3.519 | 0.788 | 3.635 | |
1.269 | 1.616 | 0.808 | 3.115 | 0.423 | 3.635 | 0.115 | 3.731 | 0.250 | 3.481 | \(\underline{\textit{0.788}}\) | 3.635 | |
\({\mathtt {PLTR_h}}\) | \(\underline{\textit{1.404}}\) | 1.656 | 0.750 | 2.827 | 0.404 | 3.250 | 0.173 | 3.481 | \(\underline{\textit{0.385}}\) | 3.596 | \(\underline{\textit{0.788}}\) | \(\underline{\textit{4.154}}\) |
1.365 | \(\underline{\textit{1.695}}\) | 0.731 | 2.808 | 0.365 | 3.308 | 0.173 | 3.462 | 0.365 | 3.596 | 0.788 | 4.154 | |
1.327 | 1.562 | \(\underline{\textit{0.808}}\) | 3.077 | 0.404 | 3.365 | 0.135 | 3.577 | 0.250 | 3.673 | 0.788 | 4.115 | |
1.327 | 1.605 | 0.769 | 3.154 | 0.385 | 3.596 | 0.135 | 3.712 | 0.212 | 3.519 | 0.788 | 3.577 | |
1.308 | 1.609 | 0.769 | 2.904 | 0.385 | 3.308 | \(\underline{\textit{0.192}}\) | 3.442 | 0.365 | 3.654 | 0.788 | 4.154 | |
1.327 | 1.605 | 0.769 | 3.154 | 0.385 | 3.596 | 0.135 | 3.712 | 0.212 | 3.519 | 0.788 | 3.577 | |
1.288 | 1.545 | 0.788 | 3.000 | 0.404 | 3.385 | 0.154 | 3.558 | 0.308 | 3.712 | 0.788 | 4.154 | |
\({\mathtt {KRL}}\) | 1.173 | 1.548 | 0.096 | 2.577 | 0.385 | 3.231 | 0.077 | 3.385 | 0.346 | \(\underline{\textit{3.808}}\) | \(\underline{\textit{0.788}}\) | \(\underline{\textit{4.154}}\) |
1.173 | 1.534 | 0.154 | 2.615 | 0.250 | 3.192 | 0.077 | 3.385 | 0.346 | 3.712 | 0.788 | 4.154 | |
1.096 | 1.437 | 0.077 | 2.577 | 0.462 | 3.231 | 0.077 | 3.385 | 0.346 | 3.808 | 0.788 | 4.154 | |
0.423 | 0.504 | 0.019 | 2.019 | 0.038 | 2.500 | 0.115 | 2.481 | 0.115 | 2.712 | 0.019 | 2.673 | |
\({\mathtt {BMTMKL}}\) | 0.403 | 0.255 | \(\underline{\textit{0.808}}\) | 2.577 | \(\underline{\textit{0.481}}\) | 3.231 | 0.077 | 3.385 | 0.346 | 3.596 | \(\underline{\textit{0.788}}\) | \(\underline{\textit{4.154}}\) |