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Jun 27, 2015

Machine learning applications

Machine learning:


  • Supervised learning
    • finite number of discrete categories --> classification problem
    • continuous variables --> regression problem
  • Unsupervised learning
    • discover groups of similar examples --> clustering problem
    • determine the distribution of data within the input space --> density estimation problem
    • project the data form a high-dimensional space down to two or three dimensions --> visualization purpose

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