Tensor completion on MRN-114 brain connectivity (20% test 80% train)
0.11MAENonparaT
Evaluation Results
| Method | Links | |
|---|---|---|
| NonparaTrank (r)=15, H=20, evaluation protocol=5-fold cross-validation2021.01 | 0.11 | |
| NonparaTrank (r)=9, H=20, evaluation protocol=5-fold cross-validation2021.01 | 0.12 | |
| NonparaTrank (r)=12, H=20, evaluation protocol=5-fold cross-validation2021.01 | 0.12 | |
| NonparaTrank (r)=6, H=20, evaluation protocol=5-fold cross-validation2021.01 | 0.14 | |
| NonparaTrank (r)=3, H=20, evaluation protocol=5-fold cross-validation2021.01 | 0.18 | |
| Low-rank CPTrank (r)=15, software=R function rTensor, evaluation protocol=5-fold cross-validation2021.01 | 0.2 | |
| Low-rank CPTrank (r)=12, software=R function rTensor, evaluation protocol=5-fold cross-validation2021.01 | 0.21 | |
| Low-rank CPTrank (r)=9, software=R function rTensor, evaluation protocol=5-fold cross-validation2021.01 | 0.22 | |
| Low-rank CPTrank (r)=6, software=R function rTensor, evaluation protocol=5-fold cross-validation2021.01 | 0.23 | |
| Low-rank CPTrank (r)=3, software=R function rTensor, evaluation protocol=5-fold cross-validation2021.01 | 0.26 |