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Is it beneficial to perform dimensionality reduction before fitting an SVM? Why or why not?

+2 votes

asked May 28, 2021 in Data Science by sharadyadav1986

Is it beneficial to perform dimensionality reduction before fitting an SVM? Why or why not?

svm
data-science
svm-fitting

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1 Answer

+1 vote

answered May 28, 2021 by sharadyadav1986

When the number of features is greater than the number of observations, then performing dimensionality reduction will generally improve the SVM.

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