Finite size scaling of the Bayesian perceptron
نویسندگان
چکیده
منابع مشابه
Finite size scaling of the Bayesian perceptron
We study numerically the properties of the Bayesian perceptron through a gradient descent on the optimal cost function. The theoretical distribution of stabilities is deduced. It predicts that the optimal generalizer lies close to the boundary of the space of ~error-free! solutions. The numerical simulations are in good agreement with the theoretical distribution. The extrapolation of the gener...
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ژورنال
عنوان ژورنال: Physical Review E
سال: 1997
ISSN: 1063-651X,1095-3787
DOI: 10.1103/physreve.55.7434