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Why PCA is necessary for your dataset?

Hi,

I would like to know the reasons behind you performing PCA on your dataset. Could you explain this part a bit more? I would love to learn what would be the difference in model performance with and without the PCA step. Thank you!

Best Wishes, Liting

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