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. 2018 Jan 25;8:1571. doi: 10.1038/s41598-018-19356-4

Table 2.

Experiments summary. Area under the curve (AUC), rounded to the nearest integer, computed for each metric from each subplot from Figs 4–6. The bold values represent the best performer for that specific scenario, while “n/a” means that the metric is not suitable for that specific scenario.

SOC DACCER BC CFBC GOT
Random generated unweighted networks (Fig. 4) Erdos Nodes
centrality		 Giant size Components number 4293
486		 4625
267		 4348
453		 4237
530		 4086
668
Links
centrality		 Giant size
Components number		 n/a
n/a		 n/a
n/a		 8185
1574		 6843
3129		 6853
3141
Scale-free Nodes
centrality		 Giant size
Components number		 2960
1386		 4167
571		 2987
1433		 2823
1569		 2794
1620
Links
centrality		 Giant size
Components number		 n/a
n/a		 n/a
n/a		 8308
1277		 6888
3042		 6362
3633
Small- World Nodes
centrality		 Giant size
Components number		 4447
272		 4655
167		 4472
252		 4312
306		 4257
365
Links
centrality		 Giant size
Components number		 n/a
n/a		 n/a
n/a		 6038
1484		 7001
1127		 7645
2322
Random generated weighted networks (Fig. 5) Erdos Nodes
centrality		 Giant size
Components number		 4501
354		 n/a
n/a		 4659
258		 4360
453		 4219
566
Links
centrality		 Giant size
Components number		 n/a
n/a		 n/a
n/a		 8413
1262		 8358
1257		 8287
1340
Scale-free Nodes
centrality		 Giant size
Components number		 3204
1199		 n/a
n/a		 3803
841		 2974
1392		 2917
1479
Links
centrality		 Giant size
Components number		 n/a
n/a		 n/a
n/a		 8301
1547		 8380
1444		 8073
1837
Small-World Nodes
centrality		 Giant size
Components number		 4636
191		 n/a
n/a		 4732
162		 4511
244		 4456
280
Links
centrality		 Giant size
Components number		 n/a
n/a		 n/a
n/a		 7907
1208 		8231
1177		 8263
1187
Real-World networks (Fig. 6) Dolphins Nodes
centrality		 Giant size
Components number		 3643
1030		 3527
1228		 2490
1875		 2400
1971		 2272
2344
Links
centrality		 Giant size
Components number		 n/a
n/a		 n/a
n/a		 5094
3691		 4172
3946		 5625
4244
Internet Nodes
centrality		 Giant size
Components number		 179
4217		 1020
3034		 180
4631		 163
4577		 179
4641
Links
centrality		 Giant size
Components number		 n/a
n/a		 n/a
n/a		 5164
4289		 4111
3685		 4027
5972
High Energy Nodes
centrality		 Giant size
Components number		 n/a
n/a		 n/a
n/a		 654
2789		 n/a
n/a		 649
3291
Links
centrality		 Giant size
Components number		 n/a
n/a		 n/a
n/a		 3390
4645		 n/a
n/a		 3299
6458