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If you're trying to predict the string pattern, given the numerical feature and assuming your string pattern is fixed sized, you can one-hot encode each letter then combine them (into an array that is no longer one-hot). So AABBC would look like: [1,0,0,1,0,0,0,1,0,0,1,0,0,0,1] <- Use this for training [A,B,C,A,B,C,A,B,C,A,B,C,A,B,C] [A,_,_,A,_,_,_,B,_,_,...

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