Table 9 Average inner weight and outer weights of clusters produced using each algorithm and how many percent of clusters meet the conditions
| Â | Average IW | Average E2MROW | Average R2MEOW | Condition 01 true percent | Condition 02 true percent |
|---|---|---|---|---|---|
hungarian_algorithm | 0.243 | 0.249 | 0.589 | 63.14% | 16.99% |
blossom_01 | 0.282 | 0.296 | 0.552 | 62.75% | 15.69% |
blossom_02 | 0.305 | 0.303 | 0.513 | 59.21% | 23.68% |
blossom_03 | 0.331 | 0.295 | 0.477 | 68.42% | 28.95% |
blossom_04 | 0.366 | 0.288 | 0.42 | 78.95% | 42.11% |
blossom_05 | 0.42 | 0.268 | 0.346 | 100.00% | 66.67% |
blossom_06 | 0.508 | 0.193 | 0.223 | 100.00% | 100.00% |
blossom_07 | 0.598 | 0.126 | 0.127 | 100.00% | 100.00% |
blossom_08 | 0.725 | 0 | 0 | 100.00% | 100.00% |
fast_greedy | 0.289 | 0.14 | 0.141 | 86.36% | 95.45% |
leading_eigen | 0.27 | 0.165 | 0.111 | 90.00% | 90.00% |
edge_betweenness | 0.266 | 0.331 | 0.3 | 46.32% | 37.89% |
label_propagation | 0.243 | 0.162 | 0.069 | 80.00% | 100.00% |
louvain_algorithm | 0.302 | 0.157 | 0.123 | 95.24% | 100.00% |
walktrap_algorithm | 0.228 | 0.173 | 0.164 | 70.80% | 81.42% |