Table 2.
Comparison of the results of Algorithm 1 based on low-rank tensors and of (13) based on matrix operations for different Mutual Hazard Networks from Schill et al. (2019)
Disease | d | Relative residual | Relative residual | Relative Euclidean distance | Absolute KL divergence | Storage cost | Storage cost |
---|---|---|---|---|---|---|---|
Breast cancer | 10 | 1.7e17 | 8.8e05 | 3.3e04 | 3.3e07 | 1024 | 3052 |
Colorectal cancer | 11 | 2.9e17 | 9.8e05 | 3.5e04 | 3.1e07 | 2048 | 4396 |
Renal cell carcinoma | 12 | 1.1e17 | 9.8e05 | 1.2e04 | 1.4e06 | 4096 | 4553 |
Glioblastoma | 20 | 1.6e17 | 9.7e05 | 9.7e05 | 4.4e06 | 1,048,576 | 44,065 |