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. 2021 May 21;7:e521. doi: 10.7717/peerj-cs.521

Table 2. Time (in seconds) required to compute the score of all non-existing links using Resource Allocation index on a single core.

Network LinkPred (C++) LinkPred (Java) LinkPred (Python) Python package NetworkX R package linkprediction Python package linkpred Python package scikit-network
Political Blogs 0.02 0.03 0.14 1.83 3.70 0.68 3.13
Diseasome 0.04 0.16 0.86 6.33 2.53 1.26 14.98
Email 0.05 0.12 0.56 7.78 6.88 1.60 9.63
Web Edu 0.14 0.72 4.16 36.92 8.67 5.31 68.71
Java 0.08 0.23 1.04 17.08 55.54 8.95 17.82
Power 0.36 1.83 11.05 80.55 3.80 11.16 183.71
Erdos 02 0.76 3.62 21.71 179.75 44.15 30.42 358.37
World Air 0.31 1.10 5.79 81.06 55.06 11.71 97.91
Oregon 2.32 9.62 56.96 525.76 573.47 157.60 936.84
PGP 2.42 9.12 51.31 603.75 35.74 57.32 862.56
Spam 0.99 2.33 10.33 318.16 199.83 42.80 171.68
Indochina 2004 2.48 10.04 59.16 1,086.26 91.95 74.61 1,003.82