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. Author manuscript; available in PMC: 2020 Aug 1.
Published in final edited form as: J Biomed Inform. 2019 Jun 27;96:103246. doi: 10.1016/j.jbi.2019.103246

Table 4.

Average precision for link prediction performance on HPOEmb-Orphanet with six machine learning algorithms using four edge embeddings operations. (The best average precision in bold.)

Operations DT LR SVM RF NB MLP
Hadamard 0.74 0.93 0.82 0.93 0.82 0.82
Average 0.74 0.93 0.82 0.94 0.82 0.82
L1 0.54 0.69 0.6 0.74 0.59 0.59
L2 0.54 0.66 0.58 0.74 0.58 0.59