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Table 1 F-measure using different thresholds for the p value and using a test set (20%) in order to evaluate

From: Semi-supervised incremental learning with few examples for discovering medical association rules

Unsupervised module

p Value

F-Measure

5E-2

0.384

1E-2

0.396

1E-3

0.492

1E-4

0.526

1E-5

0.557

1E-6

0.611

1E-7

0.615

1E-8

0.615

1E-9

0.623

1E-10

0.626

1E-11

0.630

1E-12

0.623

1E-13

0.619

1E-14

0.611

  1. Best results appear in boldface