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I guess you should try one-hot encoding of your features (but as explained in comments, it's a wild guess w/o knowing what it represent) import pandas as pd values = [['10101', '01000', '01001', '01000', '00110'], ['00111', '01001', '01000', '01000', '00110'], ['00010', '01001', '01001', '01000', '00110']] df = pd.DataFrame(values, columns=['A','B','C','D','...


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