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Table 7 Performance of top 10 reported runs to ACT in BC3.

From: A linear classifier based on entity recognition tools and a statistical approach to method extraction in the protein-protein interaction literature

Team Run Acc. Rank F 1 Rank MCC Rank AUCiP/R Rank RP4
T81 VTT5-SP 0.864 21 0.6483 1 0.58974 1 0.7339 1 21
T73 RUN_2 0.8915 1 0.6132 5 0.55306 4 0.6796 5 100
T73 RUN_4 0.8888 3 0.6142 4 0.55054 5 0.6798 4 240
T81 VTT5-Bi 0.859 25 0.6366 2 0.57523 2 0.7127 3 300
T81 VTT3-SP 0.844 30 0.6280 3 0.57345 3 0.7143 2 540
T73 RUN-1 0.8755 16 0.6083 6 0.53524 6 0.6591 6 3456
T73 RUN_3 0.8778 13 0.6014 9 0.52932 8 0.6589 7 6552
T73 RUN_5 0.8762 15 0.6033 8 0.53031 7 0.6537 8 6720
T90 RUN_3 0.8832 9 0.5964 11 0.52914 9 0.6524 9 8019
T65 RUN_2 0.8793 12 0.5982 10 0.52727 10 0.6389 10 12000
  1. Shown are the values obtained on the official BC3 gold standard by the F-Score, Accuracy, Matthew’s Correlation Coefficient, and Area Under the interpolated Precision and Recall Curve (computed with the official script, adding F-Score), as well as their ranks. RP4 denotes the rank product of these 4 measures. Boldfaced values represent best and second-best performance for respective measure.