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Table 3 Tools comparison (k = 10)

From: KAOS: a new automated computational method for the identification of overexpressed genes

 

k = 10, T = 10

k = 10, T = 20

k = 10, T = 50

Precision

Recall

F-measure

Precision

Recall

F-measure

Precision

Recall

F-measure

KAOS

0.268

0.268

0.268

0.188

0.188

0.188

0.109

0.109

0.109

Zodet

0.986

0.986

0.986

0.948

0.948

0.948

0.765

0.765

0.765

GTI

0.998

0.998

0.998

0.984

0.984

0.984

0.802

0.802

0.802

Khotary et al.

0.837

0.776

0.805

0.754

0.389

0.513

0.767

0.151

0.252

  1. The table shows the same simulation results as Table 1 when k = 10
  2. In bold are reported the values obtained by the best performing tool in the different conditions