Skip to main content

Table 8 Performance of ten-fold cross-validation decision tree methods with various feature sets on identifying direct evidence instances.

From: Extracting rate changes in transcriptional regulation from MEDLINE abstracts

  TP FP FN TN Prec.(%) Rec.(%) F1(%) Acc.(%)
Baseline features [11] 131 88 80 58 59.82 62.09 60.93 52.94
All rules features 149 102 62 44 59.36 70.62 64.50 54.06
Original combined features 175 121 36 25 59.12 82.94 69.03 56.02
Combined features 185 122 26 24 60.26 87.68 71.43 58.54