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Sathya D Janaki and K Geetha

selection methods on accuracy, stability and interpretability of molecular signatures. PloS One. 2011;6(12):e28210. [23] Foody GM. Classification accuracy comparison: hypothesis tests and the use of confidence intervals in evaluations of difference, equivalence and non-inferiority. Remote Sensing of Environment. 2009;113(8):1658-1663. [24] Liu H, Li J, Wong L. A comparative study on feature selection and classification methods using gene expression profiles and proteomic patterns. Genome Inform. 2002;13:51-60. [25] Lisboa PJ. A review of evidence of

Open access

D Janaki Sathya and K Geetha

classification methods using gene expression profiles and proteomic patterns. Genome Inform. 2002;13:51-60. [26] Satake H, Nishio A, Ikeda M, et al. Predictive value for malignancy of suspicious breast masses of BI-RADS categories 4 and 5 using ultrasound elastography and MR diffusion-weighted imaging. AJR Am J Roentgenol. 2011;196(1):202-209. [27] Eker OF, Camci F, Kumar U. Failure diagnostics on railway turnout systems using support vector machines. In: International Workshop and Congress on eMaintenance: 22/06/2010-24/06/2010 2010 (pp. 248-251). Luleå tekniska