Using cross-validation for model parameter selection of sequential probability ratio test

An Analysis of Transformations

George E. P. Box, David R. Cox · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1964 · 15.1K citations

Computing, Mathematics, Bayesian Data Analysis +14

A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection

Ron Kohavi · 1995 · 10.7K citations · Full text

Computing, Computer Science, Data Mining +13

Cross-Validatory Choice and Assessment of Statistical Predictions

M. Stone · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1974 · 10.5K citations

Education, Data Science, Method Validation +9

Estimating the Error Rate of a Prediction Rule: Improvement on Cross-Validation

Bradley Efron · Journal of the American Statistical Association · 1983 · 2.2K citations

Computing, Computer Science, Machine Learning +15

Neural Network Ensembles, Cross Validation, and Active Learning

Anders Krogh, Jesper Vedelsby · 1994 · 1.8K citations

Computing, Computer Science, Machine Learning +13