BMC Medical Informatics and Decision Making

Table 8 The weighted mean of SVM, OLR, ENOR, and RF classification performance on the self-collected dataset

From: Machine learning approach for the detection of vitamin D level: a comparative study

	F1 score	Precision	Accuracy	\(k\)^a	Train^b	Recall	Specificity
SVM	0.79	0.80	0.80	0.65	0.98	0.80	0.88
OLR	0.72	0.72	0.72	0.52	0.99	0.71	0.86
ENOR	0.92	0.93	0.92	0.87	0.98	0.92	0.92
RF	0.95	0.95	0.94	0.90	0.98	0.94	0.96

^ak term shows Cohen’ Kappa value of the models, ^bTrain shows the training accuracy

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ISSN: 1472-6947

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