Wattenberg, M.; Viégas, F.; Johnson, I.: How to use t-SNE effectively (2016)
0.00
0.001913537 = product of:
0.003827074 = sum of:
0.003827074 = product of:
0.007654148 = sum of:
0.007654148 = weight(_text_:a in 3887) [ClassicSimilarity], result of:
0.007654148 = score(doc=3887,freq=4.0), product of:
0.053105544 = queryWeight, product of:
1.153047 = idf(docFreq=37942, maxDocs=44218)
0.046056706 = queryNorm
0.14413087 = fieldWeight in 3887, product of:
2.0 = tf(freq=4.0), with freq of:
4.0 = termFreq=4.0
1.153047 = idf(docFreq=37942, 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.
- Type
- a
