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. 2011 Aug 29;12:50. doi: 10.1186/1471-2172-12-50

Table 7.

Post-processing Performance (Functional Gene Selection I).

Precision Recall F-measure ROC Accuracy Errors
ZeroR 42.6 65.3 51.6 50.0 65.3 17/49
IB-3 91.8 91.8 91.8 90.8 91.8 04/49
C4.5 86.8 85.7 85.9 86.3 85.7 07/49
Logistic 84.3 83.7 83.9 91.5 83.7 08/49
MLP 82.8 81.6 81.9 86.8 81.6 09/49
NB 87.8 87.8 87.8 89.9 87.8 06/49
RF 86.8 85.7 85.9 90.1 85.7 07/49
SMO-puk 89.7 89.8 89.7 88.1 89.8 05/49
TAN 91.9 91.8 91.7 90.1 91.8 04/49