What Is The Passing Percentage Of Ca Foundation Sep 24

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What Is The Passing Percentage Of Ca Foundation Sep 24

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Would comparing perplexities be invalidated by the different data set sizes No I copy below some text on perplexity I wrote with some students for a natural language processing course The perplexity used by convention in language modeling is monotonically decreasing in the likelihood of the test data and is algebraicly equivalent to the inverse of the geometric mean

Why does larger perplexity tend to produce clearer clusters in t SNE By reading the original paper I learned that the perplexity in t SNE is 2 2 to the power of Shannon entropy 2011 1

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I played around with the t SNE implementation in scikit learn and found that increasing perplexity seemed to always result in a torus circle I couldn t find any mentions If I understand it correctly this means that I could calculate the perplexity of a single sentence What does it mean if I m asked to calculate the perplexity on a whole corpus

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