BMC Bioinformatics

Table 2 Prediction performance for IDH mutation

From: RNA editing-based classification of diffuse gliomas: predicting isocitrate dehydrogenase mutation and chromosome 1p/19q codeletion

Number of sites	SVM			Random forest			AdaBoost
	ACC	SEN	SPE	ACC	SEN	SPE	ACC	SEN	SPE
10,642	0.955	0.973	0.920	0.895	0.966	0.764	0.953	0.973	0.916
9016	0.961	0.976	0.933	0.903	0.971	0.778	0.937	0.964	0.889
FS	0.948	0.964	0.920	0.920	0.961	0.844	0.937	0.971	0.876

FS Sites selected within each fold using feature importance, ACC Accuracy, SEN Sensitivity, SPE Specificity, AUC Area under the receiver operating characteristics curve

Back to article page

ISSN: 1471-2105

Contact us

General enquiries: journalsubmissions@springernature.com