Classification of microarray using MapReduce based proximal support vector machine classifier
Feature selection and classification of microarray data using Hadoop framework. MapReduce based statistical tests are proposed for feature selection (FS). MapReduce based PSVM (mrPSVM) classifier is proposed for classification of microarray. Comparative analysis of results is performed with FS methods in permutation with mrPSVM.
classification microarray mapreduce proximal support vector machine hadoop statistical test big data gene selection