A survey of open source tools for machine learning with big data in the Hadoop ecosystem

@article{Landset2015ASO,
  title={A survey of open source tools for machine learning with big data in the Hadoop ecosystem},
  author={Sara Landset and Taghi M. Khoshgoftaar and Aaron N. Richter and Tawfiq Hasanin},
  journal={Journal of Big Data},
  year={2015},
  volume={2},
  pages={1-36}
}
With an ever-increasing amount of options, the task of selecting machine learning tools for big data can be difficult. The available tools have advantages and drawbacks, and many have overlapping uses. The world’s data is growing rapidly, and traditional tools for machine learning are becoming insufficient as we move towards distributed and real-time processing. This paper is intended to aid the researcher or professional who understands machine learning but is inexperienced with big data. In… CONTINUE READING
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