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What do they suggest you use instead?



PCA for starting out


As a sibling comment already mentioned that doesn't really work for non-linear data. UMAP and t-SNE are techniques used on non-linear data.


PCA performs horribly on non-linear data.


How will you know if you have non-linear data....




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