Tight bounds for the probability of overfitting

DOI10.1134/S1064562409060032zbMath1185.68613MaRDI QIDQ845486

K. V. Vorontsov

Publication date: 29 January 2010

Published in: Doklady Mathematics (Search for Journal in Brave)

Mathematics Subject Classification ID

Inequalities; stochastic orderings (60E15) General nonlinear regression (62J02) Probability distributions: general theory (60E05) Learning and adaptive systems in artificial intelligence (68T05) Combinatorial probability (60C05)

Related Items (2)

Cover-based combinatorial bounds on probability of overfitting ⋮ Sharpness estimation of combinatorial generalization ability bounds for threshold decision rules

Cites Work

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