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Table 7 Training times of a single run in 5 ×5-fold cross-validation (average over 25 runs)

From: HPOAnnotator: improving large-scale prediction of HPO annotations by low-rank approximation with HPO semantic similarities and multiple PPI networks

Method

Computation time

LR

∼3.5 hours

BiRW

∼1.5 hours

OGL, DLP

≥4 hours

NMF, NMF-PPN, NMF-NHPO, HPOAnnotator

∼30 minutes