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Table 2 Tools comparison on silmulated data for k = 5

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

 

k = 5, T = 10

k = 5, T = 20

k = 5, T = 50

Precision

Recall

F-measure

Precision

Recall

F-measure

Precision

Recall

F-measure

KAOS

0.526

0.526

0.526

0.374

0.374

0.374

0.244

0.244

0.244

Zodet

0.828

0.828

0.828

0.699

0.699

0.699

0.516

0.516

0.516

GTI

0.862

0.862

0.862

0.773

0.773

0.773

0.548

0.548

0.548

Khotary et al.

0.454

0.246

0.319

0.450

0.124

0.194

-

0.041

-

  1. The table shows the same simulation results as Table 1 when k = 5
  2. In bold are reported the values obtained by the best performing tool in the different conditions