# Binary Pattern Encoding - If symbol alphabet has a large size k - [[One hot]] is too huge - Encode into binary vector of length $\lceil log_{2} \rceil$ - {a,b,c,d} -> {[0,0]', [0,1]', [1,0]', [1,1]'} - Non linear effort as it is a arbitrary encoding - Too intensive ## …