Computer scienceData scienceMachine learningData preprocessingFeature engineering

Principal component analysis

The PCA features

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Which are features of principal component analysis?

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PCA spots only non-linear dependencies

The algorithm works only with linear dependencies

Scale differences in the feature don't matter for the result

The algorithm requires standardization in some cases

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