Hybrid data-scaling method for fault classification of compressors

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

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 training algorithm for optimal margin classifiers

Bernhard E. Boser, Isabelle Guyon, Vladimir Vapnik · 1992 · 11.6K citations

Computing, Computer Science, Computer Vision +16

Practical Bayesian Optimization of Machine Learning Algorithms

Jasper Snoek, Hugo Larochelle, Ryan P. Adams · arXiv (Cornell University) · 2012 · 5.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +16

An Introduction to Kernel and Nearest-Neighbor Nonparametric Regression

Naomi Altman · The American Statistician · 1992 · 5K citations

Natural Sciences, Biostatistics, Econometrics +13