ERROR VS REJECTION CURVE FOR THE PERCEPTRON

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PARRONDO, JMR; VAN DEN BROECK, Christian;
(1993)
  • Publisher: EDITIONS PHYSIQUE

We calculate the generalization error epsilon for a <<student>> perceptron J, trained by a teacher perceptron T, on input patterns S that form a fixed angle arccos (J.S) with the student. We show that the error is reduced from a power law to an exponentially fast decay ... View more
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