Weighted Strategy for Error-Correcting Output Codes
Error Correcting Output Codes technique (ECOC) represents a general framework capable to extend any binary classification process to the multi-class case. In this work, we present a novel decoding strategy that takes advantage of the ECOC coding to outperform the up to now existing decoding strategies. The results show that the presented methodology considerably increases the performance of the state-of-the-art ECOC designs.