Research Article

Extraction of Protein-Protein Interaction from Scientific Articles by Predicting Dominant Keywords

Table 8

Performance comparison of PPI extraction.

Corpus Method

LLL Fundel et al. [11] 79.0 85.0 82.0
Fayruzov et al. [5] 86.0 72.0 78.0
Van Landeghem et al. [6] 84.0 79.0 82.0
DK-FS-MC 86.6 83.5 85.0

HPRD50 Van Landeghem et al. [6] 71.0 71.0 71.0
DK-FS-MC 77.976.077.0

IEPA Van Landeghem et al. [6] 69.074.071.0
DK-FS-MC 67.2 71.4 69.2

AImed Giuliano et al. [2] 63.2 64.5 63.9
Mitsumori et al. [3] 53.6 55.7 54.3
Fayruzov et al. [5] 50.0 41.0 45.0
Van Landeghem et al. [6] 58.0 66.0 62.0
Edit of Erkan et al. [12] 43.5 77.5 55.6
Cosine of Erkan et al. [12] 55.0 62.0 58.1
DK-FS-MC 55.0 66.0 60.0