Table 4.

Classification performances with selected biomarkers by BMI and original literature

	Biomarkers by BMI			Biomarkers from original literature
Classifier	Specificity	Sensitivity	Accuracy	Specificity	Sensitivity	Accuracy
Naïve Bayes	0.7938++	0.7006++	0.7489++	0.7117	0.6644	0.6872
SVM	0.8134++	0.7056++	0.7615++	0.6622	0.6593	0.6607
Neural Network	0.7242++	0.6422	0.6848	0.6956	0.7459++	0.7217++
k-Nearest Neighbor	0.8325++	0.6144	0.7275++	0.6378	0.6964++	0.6682
Random Forest	0.7139++	0.7328++	0.7230++	0.6872	0.6680	0.6773

++ and + denotes superior performance as determined at of 1% and 5% significance levels respectively.