LightMC learns a multiclass ECOC decomposition dynamically by treating the decoder as a softmax layer and updating the coding matrix with per-class gradient averages.
Multicategory classification by support vector machines
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LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm
LightMC learns a multiclass ECOC decomposition dynamically by treating the decoder as a softmax layer and updating the coding matrix with per-class gradient averages.