Estimating the sample complexity of a multi-class discriminant model
Y Guermeur, A Elisseeff… - 1999 Ninth International …, 1999 - ieeexplore.ieee.org
1999 Ninth International Conference on Artificial Neural Networks …, 1999•ieeexplore.ieee.org
We study the generalization performance of a multiclass discriminant model. Several
bounds on its sample complexity are derived from uniform convergence results based on
different measures of capacity. This gives us an insight into the nature of the capacity
measure which is best suited to study multiclass discriminant model.
bounds on its sample complexity are derived from uniform convergence results based on
different measures of capacity. This gives us an insight into the nature of the capacity
measure which is best suited to study multiclass discriminant model.
We study the generalization performance of a multiclass discriminant model. Several bounds on its sample complexity are derived from uniform convergence results based on different measures of capacity. This gives us an insight into the nature of the capacity measure which is best suited to study multiclass discriminant model.
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