Search (1 results, page 1 of 1)

  • × author_ss:"Wattenberg, M."
  • × theme_ss:"Data Mining"
  1. Wattenberg, M.; Viégas, F.; Johnson, I.: How to use t-SNE effectively (2016) 0.03
    0.031122928 = product of:
      0.062245857 = sum of:
        0.062245857 = product of:
          0.124491714 = sum of:
            0.124491714 = weight(_text_:t in 3887) [ClassicSimilarity], result of:
              0.124491714 = score(doc=3887,freq=8.0), product of:
                0.17876579 = queryWeight, product of:
                  3.9394085 = idf(docFreq=2338, maxDocs=44218)
                  0.04537884 = queryNorm
                0.69639564 = fieldWeight in 3887, product of:
                  2.828427 = tf(freq=8.0), with freq of:
                    8.0 = termFreq=8.0
                  3.9394085 = idf(docFreq=2338, maxDocs=44218)
                  0.0625 = fieldNorm(doc=3887)
          0.5 = coord(1/2)
      0.5 = coord(1/2)
    
    Abstract
    Although extremely useful for visualizing high-dimensional data, t-SNE plots can sometimes be mysterious or misleading. By exploring how it behaves in simple cases, we can learn to use it more effectively. We'll walk through a series of simple examples to illustrate what t-SNE diagrams can and cannot show. The t-SNE technique really is useful-but only if you know how to interpret it.