TABLE III.
The Performance Results Showing Average P-Values With the Standard Deviations. The False Positive and False Negative Rates Are Shown in the Brackets. Smaller Error Rates Are Preferred. The Graph Theory Features Q-Modularity and Betweenness Are Used. The Gromov-Hausdorff Distance and the Bottleneck Distance in Persistent Homology Are Used. The Is the Proposed Wasserstein Distance on Death Values. Is the Proposed Test Statistic on the Common 1-Cycle Basis
| Groups | ||||||
|---|---|---|---|---|---|---|
|
| ||||||
| 1 vs. 2 | 0.4192 ±0.28 (0.94) | 0.5167 ±0.28 (0.98) | 0.4880 ±0.30 (0.88) | 0.4495 ±0.30 (0.92) | 0.0023 ±0.00 (0.00) | 0.0000 ±0.00 (0.00) |
|
| ||||||
| 1 vs. 3 | 0.3521 ±0.31 (0.76) | 0.4673 ±0.27 (0.98) | 0.4903 ±0.29 (0.94) | 0.5419 ±0.30 (0.98) | 0.0000 ±0.00 (0.00) | 0.0000 ±0.00 (0.00) |
|
| ||||||
| 2 vs. 3 | 0.5671 ±0.28 (0.96) | 0.4672 ±0.30 (0.96) | 0.5503 ±0.29 (0.98) | 0.4362 ±0.29 (1.00) | 0.0144 ±0.03 (0.06) | 0.0000 ±0.00 (0.00) |
|
| ||||||
| 1 vs. 1 | 0.5399 ±0.26 (0.04) | 0.5170 ±0.28 (0.04) | 0.4251 ±0.26 (0.08) | 0.4793 ±0.27 (0.04) | 0.5069 ±0.29 (0.04) | 0.4917 ±0.25 (0.06) |
|
| ||||||
| 2 vs. 2 | 0.5487 ±0.30 (0.02) | 0.5291 ±0.26 (0.02) | 0.5153 ±0.29 (0.04) | 0.5031 ±0.30 (0.04) | 0.4524 ±0.26 (0.04) | 0.5164 ±0.32 (0.14) |
|
| ||||||
| 3 vs. 3 | 0.4836 ±0.30 (0.08) | 0.4608 ±0.26 (0.06) | 0.5322 ±0.25 (0.04) | 0.5464 ±0.33 (0.10) | 0.5069 ±0.32 (0.04) | 0.5086 ±0.31 (0.04) |