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"Why would the application of kernelization prevent underfitting" I read in some paper that applying kernelization would prevent you from underfitting. Why is that?

Source: http://www.cs.cornell.edu/courses/cs4780/2015fa/web/lecturenotes/lecturenote13.html

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