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. 2005 Aug 22;6:204. doi: 10.1186/1471-2105-6-204

Table 1.

Results of cross-validation by Decision Trees and the Naïve Bayes Classifier

Method/Performance DECISION TREES NAïVE BAYES CLASSIFIER
3-way CROSS VALIDATION
ACCURACY 71 72
SENSITIVITY 63 83
SPECIFICITY 71 70
LEAVE-ONE-OUT STRATEGY
ACCURACY 63 68
SENSITIVITY 70 79
SPECIFICITY 63 68