CLOUD COMPUTING-BASED PARALLEL MUTUAL INFORMATION FOR GENE SELECTION AND SUPPORT VECTOR MACHINE CLASSIFICATION FOR BRAIN TUMOR MICROARRAY DATA

Volume 20 No 6 (2022)

M.Jansi Rani,M . Karuppasamy

DOI: 10.14704/nq.2022.20.6.NQ22626

Abstract

Cancer patient’s data are recorded as Microarray. Microarray experiments produce large amount of data and due to their high dimensionality, the machine learning methods can face a big challenge. Cloud computing-based MapReduce parallel Mutual Information has been proposed for gene selection.

Keywords

Cancer Classification; Microarray Data; Hadoop; MapReduce; Parallel Mutual Information

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