machine learning - feature extraction for adding new dimensions -

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is there algorithms in scope of feature extraction adding new dimensions ? general question , there not particular technical situation me, indeed need general answer , maybe introduce known algorithms in feature extraction used adding new feature based on existing ones .

thanks in advance .


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