@incollection{, EF6AC3D2EC0F013FE5408FEDF7C98C7C , author={{AsthaAmeta} and {KalpanaJain} and {College of technology and engineering}}, journal={{Global Journal of Computer Science and Technology}}, journal={{GJCST}}0975-41720975-435010.34257/gjcst, address={Cambridge, United States}, publisher={Global Journals Organisation}1712530 } @incollection{b0, , title={{Support Vector Machine Methods for the Prediction of Cancer Growth. In Classification of HRS using SVM Figure 4 shows various performance parameters in the form of a bar chart with their experimental values}} , author={{ XChen } and { WKChing } and { KFAoki-Kinoshita } and { KFuruta }} , booktitle={{Third International Joint Conference on}} , publisher={CSO} , year={2010. May. 2010} 1 } @incollection{b1, , title={{SVM ranking with backward search for feature selection in type II diabetes databases}} , author={{ SBalakrishnan } and { RNarayanaswamy } and { NSavarimuthu } and { RSamikannu }} , booktitle={{IEEE International Conference on}} , publisher={IEEE} , year={2008. October. 2008. 2008} , note={Systems, Man and Cybernetics} } @incollection{b2, , title={{Breast cancer diagnosis using level-set statistics and support vector machines}} , author={{ JLiu } and { XYuan } and { BPBuckles }} , booktitle={{30th Annual International Conference of the IEEE}} , publisher={IEEE} , year={2008. August. 2008. 2008} } @incollection{b3, , title={{Heart disease diagnosis using support vector machine}} , author={{ SGhumbre } and { CPatil } and { AGhatol }} , booktitle={{International conference on computer science and information technology (ICCSIT')}} Pattaya , year={2011} , note={December)} } @incollection{b4, , title={{An experimental comparative study on thyroid disease diagnosis based on feature subset selection and classification}} , author={{ MNKousarrizi } and { FSeiti } and { MTeshnehlab }} , journal={{International Journal of Electrical & Computer Sciences IJECS-IJENS}} 12 1 , year={2012} } @incollection{b5, , title={{Classification of schizophrenia using genetic algorithm -support vector machine (gasvm)}} , author={{ MHHiesh } and { YY LAndy } and { CPShen } and { WChen } and { FSLin } and { HYSung } and { JWLin } and { MJChiu } and { FLai }} , booktitle={{35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBC}} , year={2013. July. 2013} 12 1 } @book{b6, , title={{Liver cancer Identification based on PSO-SVM Model}} , author={{ HJiang } and { FTang } and { XZhang }} , year={2010} , note={11th Int} } @book{b7, , title={{Conf. Control, Automation, Robotics and Vision}} Singapore } @incollection{b8, , title={{Feature Selection on Classification of Medical Datasets based on Particle Swarm Optimization}} , author={{ HMHarb } and { ASDesuky }} , journal={{International Journal of Computer Applications}} 104 , year={2014} } @incollection{b9, , title={{A survey on Data Mining approaches for Healthcare}} , author={{ DTomar } and { SAgarwal }} , journal={{International Journal of Bio-Science and Bio-Technology}} 5 , year={2013} } @book{b10, , title={{Arrhythmia classifycation using SVM with selected features, International}} , author={{ NKohli } and { NKVerma }} , year={2011} } @book{b11, , author={{ JHan } and { MKamber }} , title={{data mining Concepts and Techniques}} , publisher={Morgan Kaufmann Publishers} , year={2000} , note={Classification of HRS using SVM} } @incollection{b12, , title={{Predicting breast cancer survivability: A comparison of three data mining methods}} , author={{ DDelen } and { GWalker } and { AKadam }} , journal={{Artificial Intelligence in Medicine}} 34 , year={2005} } @incollection{b13, , title={{Support Vector Networks}} , author={{ CCortes } and { VVapnik }} , booktitle={{Machine Learning}} , year={1995} 20 } @incollection{b14, , title={{A Training Algorithm for Optimal Margin Classifiers}} , author={{ BEBoser } and { IMGuyon } and { VVapnik }} , journal={{Fifth Annual Workshop on Computational Learning Theory}} , year={1992} , publisher={ACM} }