Concepedia

A sparse version of the ridge logistic regression for large-scale text categorization

Sujeevan Aseervatham, Anestis Antoniadis, Eric Gaussier, Michel Burlet, Yves Denneulin

Pattern Recognition Letters · 2010 · 48 citations · 21 references

DOIFull text

Open access

Concepts

References

21

Regression Shrinkage and Selection Via the Lasso

Robert Tibshirani · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1996 · 51.8K citations

, , +17

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

, , +15

Regularization Paths for Generalized Linear Models via Coordinate Descent.

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

, , +17

Least angle regression

Bradley Efron, Trevor Hastie, Iain M. Johnstone et al. · The Annals of Statistics · 2004 · 9.5K citations · Full text

, , +13

Generalized Additive Models.

Richard A. Brown, Trevor Hastie, Robert Tibshirani · Biometrics · 1991 · 8.3K citations