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. 2022 Dec 2;86(1):7. doi: 10.1007/s00285-022-01846-9

Table 2.

Comparison of the results ptensor of Algorithm 1 based on low-rank tensors and pvector of (13) based on matrix operations for different Mutual Hazard Networks from Schill et al. (2019)

Disease d Relative residual pvector Relative residual ptensor Relative Euclidean distance Absolute KL divergence Storage cost pvector Storage cost ptensor
Breast cancer 10 1.7e-17 8.8e-05 3.3e-04 3.3e-07 1024 3052
Colorectal cancer 11 2.9e-17 9.8e-05 3.5e-04 3.1e-07 2048 4396
Renal cell carcinoma 12 1.1e-17 9.8e-05 1.2e-04 1.4e-06 4096 4553
Glioblastoma 20 1.6e-17 9.7e-05 9.7e-05 4.4e-06 1,048,576 44,065