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.