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Optimal N-ary ECOC Matrices for Ensemble Classification
A new recursive construction of $N$-ary error-correcting output code (ECOC) matrices for ensemble classification methods is presented, generalizing the classic doubling construction for binary Hadamard matrices.
Ensemble Learning using Error Correcting Output Codes: New Classification Error Bounds
New bounds on classification error rates for the error-correcting output code (ECOC) approach in machine learning are presented.
N-ary Error Correcting Coding Scheme
The coding matrix design plays a fundamental role in the prediction performance of the error correcting output codes (ECOC)-based multi-class task.
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