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Table 4 Results (%) of TI on the EPPI dataset. All figures, except 'Avg. Rank', are percentages. This evaluation was carried out on protein entities only.

From: Distinguishing the species of biomedical named entities for term identification

Method Prec@1 Prec@5 Prec@10 Prec@15 Prec@20 Avg. Rank
Baseline 54.31 73.45 76.44 77.90 78.51 5.82
Gold Species 73.52 79.36 80.75 80.75 80.99 1.62
Rule 54.99 73.72 76.45 77.91 78.52 5.79
ML(human) 65.66 76.36 78.82 79.78 80.03 2.58
ML(EPPI) 65.24 76.82 79.01 79.93 80.29 2.39
ML(EPPI)+Rule 65.88 77.09 79.04 79.94 80.30 2.36
ML(TE) 55.87 75.14 78.69 79.85 80.30 2.86
ML(TE)+Rule 56.54 75.47 78.70 79.86 80.31 2.83
ML(EPPI+TE) 64.55 76.48 78.53 79.83 80.38 2.49
ML(EPPI+TE)+Rule 65.03 76.62 78.55 79.84 80.39 2.46