Practical complexity control in multilayer perceptrons

A new look at the statistical model identification

Hirotugu Akaike · IEEE Transactions on Automatic Control · 1974 · 50.7K citations · Full text

Business, Biostatistics, Statistical Modeling +9

Classification and Regression Trees.

John Van Ryzin, Leo Breiman, Jerome H. Friedman et al. · Journal of the American Statistical Association · 1986 · 21K citations

Computing, Computer Science, Mathematics +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

Solutions of Ill-Posed Problems.

John B. Bell, V. Y. Arsenin · Mathematics of Computation · 1978 · 8.2K citations

Natural Sciences, Mathematics, Physics +12

Experiments with a new boosting algorithm

Yoav Freund, Robert E. Schapire · 1996 · 7.6K citations

Computing, Computer Science, Algorithms +14