A comparison of statistical and machine learning methods for debris flow susceptibility mapping

Random Forests

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

Scikit-learn: Machine Learning in Python

Fabián Pedregosa, Gaël Varoquaux, Alexandre Gramfort et al. · arXiv (Cornell University) · 2012 · 63.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +10

Applied logistic regression

Choice Reviews Online · 1990 · 35.7K citations

Public Health, Biostatistics, Clinical Epidemiology +15

Applied Logistic Regression.

Lawrence L. Kupper, David W. Hosmer, Stanley Lemeshow · Journal of the American Statistical Association · 1990 · 7.7K citations

A note on a general definition of the coefficient of determination

N. J. D. Nagelkerke · Biometrika · 1991 · 5.7K citations

Business, Biostatistics, Statistical Modeling +12