Canonical Correlation Analysis

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Information about Canonical Correlation Analysis

Published on March 24, 2008

Author: blazf

Source: slideshare.net

Blaz Fortuna & Jan Rupnik

 Bag of words:  Vocabulary: {wi | i = 1, …, N }  Documents are represented with vectors (word space):  Example: Document set: Document vector representation: d1 = “Canonical Correlation Analysis” x1 = (1, 1, 1, 0, 0, 0) d2 = “Numerical Analysis” x2 = (0, 0, 1, 1, 0, 0) d3 = “Numerical Linear Algebra” x3 = (0, 0, 0, 1, 1, 1,) Vocabulary: {“Canonical ”, “Correlation ”, “Analysis”, “Numerical ”, “Linear ”, “Algebra”}

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