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Table 1 Results of cross-validation by Decision Trees and the Naïve Bayes Classifier

From: Tandem machine learning for the identification of genes regulated by transcription factors

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