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. Author manuscript; available in PMC: 2011 Oct 1.
Published in final edited form as: Proteomics. 2010 Oct;10(19):3515–3524. doi: 10.1002/pmic.200900727

Table 1.

The comparison of descriptive statistics for classifiers using all thirteen of the features.

Type of classifier AUC, CV PPV, CV AUC, IV PPV, IV
Random forest 0.977 0.967 0.890 0.892
Logistic regression 0.967 0.963 0.920 0.910
ANN 0.965 0.969 0.912 0.925
Naïve Bayes 0.950 0.964 0.715 0.892
Decision tree 0.835 0.959 0.781 0.889