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Table 3 Results of dRW, dRW-Corpus, dRW-Disjoint, dRW-E in predicting the missing BP functions of Yeast proteins, \(|\mathcal {T}|=2979\) with m=3

From: Predicting protein function via downward random walks on a gene ontology

Metric dRW dRW-Corpus dRW-Disjoint dRW-E
MacroF1 83.29 ± 0.13 79.77 ± 0.09 83.19 ± 0.09 83.17 ± 0.07
AvgROC 99.59 ± 0.02 93.61 ± 0.07 99.57 ± 0.01 99.57 ± 0.00
1-RankLoss 99.17 ± 0.03 93.87 ± 0.05 99.11 ± 0.02 98.87 ± 0.01
Fmax 93.92 ± 0.01 93.67 ± 0.00 93.90 ± 0.01 93.89 ± 0.01
RAccuracy 36.08 ± 0.24 15.58 ± 0.31 33.65 ± 0.27 32.67 ± 0.50
Coverage 234.61 ± 4.92 1843.95 ± 18.70 242.53 ± 1.44 255.14 ± 5.49