Sparsification

Many problems ask for a sparsified version of the object (8.4.1 Sparsification). This has many benefits as noted in the text. The text, however, does not address any negative aspect(s) or effects.

What are a sample of negative effects if this, and how would you mitigate or lessen these effects?

Note: The paper should address negative aspects of Sparsification and it content should be 2-3 pages without title page. No plagiarism. Text Book attached for reference.

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    Introduction-to-Data-Mining-2nd-Edition-by-Pang-Ning-Tan.pdf.pdf

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