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Table 6 Central tendency and variation of the performance of all runs submitted to ACT on the official BC3 gold standard, including our original and our corrected runs.

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

  Accuracy F 1 MCC AUCiP/R
Mean 0.7909 0.4624 0.3885 0.5048
Median 0.8452 0.5399 0.4608 0.5367
Std. dev. 0.1324 0.1732 0.1740 0.1505
Mean + 95% CI 0.8257 0.5079 0.4343 0.5444
Std. error 0.0174 0.0227 0.0229 0.0198
  1. Shown are the values obtained 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),