Ensemble Learning using Error Correcting Output Codes: New Classification Error Bounds

Hieu D. Nguyen, Mohammed Sarosh Khan, Nicholas Kaegi +4

New bounds on classification error rates for the error-correcting output code (ECOC) approach in machine learning are presented. These bounds have exponential decay complexity with…