Parallel naive Bayes algorithm for large-scale Chinese text classification based on spark

Peng Liu; Hui-han Zhao; Jia-yu Teng; Yanyan Yang; Yafeng Liu; Zongwei Zhu

doi:10.1007/s11771-019-3978-x

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Parallel naive Bayes algorithm for large-scale Chinese text classification based on spark

Peng Liu Hui-han Zhao Jia-yu Teng Yanyan Yang Yafeng Liu Zongwei Zhu

Year: 2019 Journal: Journal of Central South University Vol: 26 (1)Pages: 1-12 Publisher: Springer Nature

DOI: 10.1007/s11771-019-3978-x

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Keywords:

Naive Bayes classifier Scalability SPARK (programming language) Computer science Speedup Big data Process (computing) Machine learning Parallel algorithm Artificial intelligence Algorithm Data mining Parallel computing Database Support vector machine Programming language

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Cloud Computing and Resource Management

Physical Sciences → Computer Science → Information Systems

Graph Theory and Algorithms

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Machine Learning and Data Classification

Physical Sciences → Computer Science → Artificial Intelligence

Parallel naive Bayes algorithm for large-scale Chinese text classification based on spark

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