Recent advances in error rate estimation
Pattern Recognition Letters
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Journal of the ACM (JACM)
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Neural Computation
Computational learning theory: an introduction
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How tight are the Vapnik-Chervonenkis bounds?
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On the practical applicability of VC dimension bounds
Neural Computation
An experimental and theoretical comparison of model selection methods
COLT '95 Proceedings of the eighth annual conference on Computational learning theory
PREDICTING {0,1}-FUNCTIONS ON RANDOMLY DRAWN POINTS
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A study of cross-validation and bootstrap for accuracy estimation and model selection
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Generalization and PAC learning: some new results for the class of generalized single-layer networks
IEEE Transactions on Neural Networks
Algorithmic stability and sanity-check bounds for leave-one-out cross-validation
COLT '97 Proceedings of the tenth annual conference on Computational learning theory
Cross-validation for binary classification by real-valued functions: theoretical analysis
COLT' 98 Proceedings of the eleventh annual conference on Computational learning theory
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