Concepedia

Predicting suicides after outpatient mental health visits in the Army Study to Assess Risk and Resilience in Servicemembers (Army STARRS)

Ronald C. Kessler, Murray B. Stein, Maria Petukhova, Paul D. Bliese, Robert M. Bossarte, Evelyn J. Bromet, Carol S. Fullerton, Stephen E. Gilman, Christopher Ivany, Lisa Lewandowski‐Romps,

Molecular Psychiatry · 2016 · 164 citations · 37 references

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37

Random Forests

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

Regularization and Variable Selection Via the Elastic Net

Hui Zou, Trevor Hastie · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2005 · 21K citations · Full text

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Classification and Regression by randomForest

Andy Liaw, Matthew C. Wiener · 2007 · 18.4K citations

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Regularization Paths for Generalized Linear Models via Coordinate Descent.

Jerome H. Friedman, Trevor Hastie, Rob Tibshirani · PubMed · 2010 · 14K citations · Full text

, , +17

A tutorial on support vector regression

Alex Smola, Bernhard Schölkopf · Statistics and Computing · 2004 · 13K citations

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