Analysis of microarray leukemia data using an efficient MapReduce-based K-nearest-neighbor classifier.
Journal of Biomedical Informatics(2016)
摘要
•Feature selection and classification of microarray data using Hadoop framework.•MapReduce based statistical test is proposed for feature selection (FS).•MapReduce based K-NN (mrKNN) classifier is proposed for classification of microarray data.•Comparative analysis of results is performed with FS methods in permutation with mrKNN.
更多查看译文
关键词
Big data,Classification,Hadoop,K-nearest neighbor,MapReduce,Microarray
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络