Table II.

Classifying parameters of the support vector machine classifier for the three datasets analyzed.

Dataset	Number of samples	Accuracy	Sensitivity	Specificity	Positive predictive value	Negative predictive value	Area under receiver operating characteristic curve
TCGA	84	0.9410	0.947	0.938	0.818	0.984	0.986
GSE27020	109	0.9266	0.882	0.947	0.882	0.947	0.946
GSE25727	56	0.9107	0.941	0.897	0.8	0.972	0.921

TCGA, The Cancer Genome Atlas.