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. 2022 Aug 4;23:318. doi: 10.1186/s12859-022-04868-8

Table 3.

The performance of node2vec technique and centrality indexes

Method Accuracy Precision Recall F1 score Specificity NPV
Node2vec 0.9048 0.7306 0.7885 0.7585 0.9320 0.9496
DC 0.8656 0.6443 0.6966 0.6694 0.9066 0.9249
BC 0.8589 0.6681 0.6163 0.6412 0.9213 0.9033
CC 0.8406 0.5896 0.6271 0.6078 0.8929 0.9071
EC 0.8840 0.7181 0.6849 0.7011 0.9333 0.9228
SC 0.8581 0.5760 0.6923 0.6288 0.8929 0.9325
MNC 0.8765 0.7070 0.5211 0.6000 0.9533 0.9020
ClusterC 0.8539 0.6079 0.6161 0.6120 0.9086 0.9114
SoECC 0.8781 0.7987 0.5064 0.6198 0.9688 0.8894
LID 0.8573 0.7206 0.5632 0.6323 0.9392 0.8853
LAC 0.8623 0.6054 0.6368 0.6207 0.9108 0.9210
Concatenate 0.8497 0.5714 0.6667 0.6154 0.8900 0.9239