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0. Suppose we are using dimensionality reduction as pre-processing technique, i.e, instead of using all the features, we reduce the data to k dimensions with PCA. And then use these PCA projections as our features. Which of the following statements is correct?
Higher value of 'k' means more regularization
Higher value of 'k' means less regularization
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