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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