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Oct 30th, 2014
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  1. library(glmnet)
  2. data(iris)
  3. x <- model.matrix(Sepal.Length~., iris)[,-1]
  4. y <- iris$Sepal.Length
  5. m <- cv.glmnet(x, y)
  6.  
  7. >coef(m, m$lambda.min)
  8. 6 x 1 sparse Matrix of class "dgCMatrix"
  9. 1
  10. (Intercept) 2.1670759
  11. Sepal.Width 0.5032347
  12. Petal.Length 0.8137398
  13. Petal.Width -0.3127065
  14. Speciesversicolor -0.6763395
  15. Speciesvirginica -0.9595409
  16.  
  17. > nrow(coef(m, m$lambda.min)) == ncol(x) + 1
  18. [1] TRUE
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