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1995Proceedings of the 14th International Joint Conference on Artificial Intelligence (IJCAI), vol. 2, pp. 1137-1143
A study of cross-validation and bootstrap for accuracy estimation and model selection
Ron Kohavi
Finding: 10-fold cross-validation generally offers a good bias-variance trade-off and is often the best choice.