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Topic: Technology
Number of pages / Number of words: 12 / 3213
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However, one major indirect use includes a method of transforming data. Transformation of data through rewriting the data with properties the original data did not have.

Illustrative Example of PCA :

Given-

Say that you measure 10,000 genes in 8 different patients. These values could form

a matrix of 8 x 10,000 measurements...


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These values could form

a matrix of 8 x 10,000 measurements. Now imagine that each of these 10,000 genes

is plotted in a multi-dimensional on a scatter plot consisting of 8 axes, 1 for each

patient. The result is a cloud of values in multi-dimensional space.

Solution-

To characterize the trends exhibited by this data, PCA extracts directions where the

cloud is more extended...


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