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When to apply PCA

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@aditya1702 wrote:

Hello,
I am working on a kaggle competition which was hosted few years back. It is a classification problem. The dataset consists of around 40 features and I saw on the forum that many people had applied PCA in order to achieve a good score. However I am confused as to when should one apply PCA and how to tune the number of components in PCA and other parameters.Can someone please explain?

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