From: Sparse data embedding and prediction by tropical matrix factorization
Dataset | Rank r | STMF | NMF | PMF | ||
---|---|---|---|---|---|---|
Min. | Median | Max. | ||||
AML | 3 | 0.650 | 0.831* | 0.845 | 0.636 | 0.623 |
COLON | 3 | 0.585 | 0.647 | 0.688 | 0.586 | 0.707* |
GBM | 3 | 0.684 | 0.702* | 0.762 | 0.325 | 0.330 |
LIHC | 2 | 0.493 | 0.515 | 0.588 | 0.311 | 0.649* |
LUSC | 3 | 0.498 | 0.562 | 0.731 | 0.697 | 0.799* |
OV | 4 | 0.420 | 0.569* | 0.601 | 0.347 | 0.563 |
SKCM | 3 | 0.480 | 0.521 | 0.605 | 0.633 | 0.808* |
SARC | 3 | 0.493 | 0.584 | 0.610 | 0.649* | 0.588 |
BIC | 3 | 0.350 | 0.392 | 0.531 | 0.227 | 0.427* |