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Different options for measuring the difference <i>d</i> between two probability distributions p and q: Kullback-Leibler divergence <i>d</i><sub><i>KL</i></sub>, <i>L</i><sub>1</sub>-norm <i>d</i><sub>1</sub>, <i>L</i><sub>2</sub>-norm <i>d</i><sub>2</sub>, Hilbert-space distance <i>d</i><sub><i>H</i></sub>, Shannon-Jensen distance <i>d</i><sub><i>SJ</i></sub>, Earth-Movers distance <i>d</i><sub><i>EM</i></sub> and Mismatched Decoding distance <i>d</i><sub><i>MD</i></sub>.

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These options correspond to the fourth superscript in ϕ-measures such as ϕofuk. In the text, we considered options where p and q had one, two or four indices, but in this table, we have for simplicity combined all indices into a single Greek index α.

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2016-11-22
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