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Table 7 The statistical significance tests (with p-values < 0.007)

From: Mining FDA drug labels for medical conditions

  Precision Recall F-measure
Baseline I vs. Baseline II <0.0001 <0.0001 <0.0001
Baseline II vs. Experiment I 0.003 <0.0001 <0.0001
Baseline II vs. Experiment II 0.001 <0.0001 <0.0001
Baseline II vs. Experiment III 0.0018 <0.0001 <0.0001
Experiment I vs. Experiment II 0.039 <0.0001 <0.0001
Experiment I vs. Experiment III 0.147 0.0409 0.0264
Experiment II vs. Experiment III 0.215 <0.0001 <0.0001
  1. Note 1: Statistical significance was tested using approximate randomization [32].
  2. Note 2: Bonferroni correction was applied because of multiple comparisons [33].