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. Author manuscript; available in PMC: 2010 Feb 1.
Published in final edited form as: J Biomed Inform. 2008 Jul 13;42(1):82–89. doi: 10.1016/j.jbi.2008.07.00

Table 5.

Optimal attribute selection method per learning algorithm.

Attribute selection method Number of attributes
Naïve Bayes CFS 6
Rules CFS 6
Decision tree Consistency 10
Boosted Naïve Consistency 10
Boosted rules Wrapper 7
Boosted tree Consistency 10
Bayesian network CFS 6
SVM CFS 6
Stacking CFS 6