Table 1.
M | z | N | F1 score | N | F1 score | N | F1 score |
---|---|---|---|---|---|---|---|
Homogeneous | Heterogeneous | Mice | |||||
NR | No | 54450 | 0.9134 (0.0002) | 48400 | 0.0173 (0.0001) | 12100 | 0.4134 (0.0005) |
NR | Yes | 54450 | 0.7471 (0.0004) | 48400 | 0.5957 (0.0005) | 12100 | 0.2105 (0.0008) |
R | No | 450 | 0.7305 (0.0114) | 400 | 0.0143 (0.0007) | 100 | 0.1819 (0.0201) |
R | Yes | 450 | 0.7492 (0.0033) | 400 | 0.5338 (0.0045) | 100 | 0.1860 (0.0066) |
Note: ‘M’ stands for ‘Method’; ‘NR’ and ‘R’ represent the nonrigid and rigid transformations, respectively; ‘z’ stands for the z-score standardization; ‘N’ is the total number of pairs considered; The numbers in parentheses represent the standard error.