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Table 8 IMT Results

From: Simple and efficient machine learning frameworks for identifying protein-protein interaction relevant articles and experimental methods used to study the interactions

Run Label Precision (%) Recall (%) F1-Score (%) MCC AUC iP/R (%)
1 j48-21 52.52 49.53 50.98 0.500 28.20
2 rc-21 52.02 48.96 50.44 0.495 28.59
3 rf-21 50.78 49.34 50.05 0.490 27.24
4 j48-14 52.50 49.91 51.17 0.502 29.22
5 rf-12 52.58 52.18 52.38 0.514 29.98
6 rc-12 52.71 51.61 52.16 0.512 29.93
7 rc-14 52.28 50.10 51.16 0.502 30.05
8 rf-7 52.28 52.18 52.23 0.512 30.05
9 nbt-7 49.55 52.56 51.01 0.500 29.30
10 rf-15 51.76 50.29 51.01 0.500 29.80
  1. The result of submitted IMT runs on the test data. Legend: MCC=Matthew’s correlation coefficient