Classification of data from a .csv file.

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I have a csv file which contains some values which are both infected non infected data, and I want to select top 20 infected features from it. How can I classify and get the top 20 feature from the infected data.
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Star Strider
Star Strider 2017-4-21
I would use principal component analysis (the pca function) to determine the features that are most likely to distinguish between the infected and non-infected groups.
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