Man pages for emeryyi/gcdnet
The (Adaptive) LASSO and Elastic Net Penalized Least Squares, Logistic Regression, Hybrid Huberized Support Vector Machines, Squared Hinge Loss Support Vector Machines and Expectile Regression using a Fast Generalized Coordinate Descent Algorithm
| coef | Extract Model Coefficients |
| coef.cv.gcdnet | Get coefficients or make coefficient predictions from a... |
| coef.gcdnet | Get coefficients or make coefficient predictions from a... |
| cv.gcdnet | Cross-validation for gcdnet |
| FHT | FHT data introduced in Friedman et al. (2010). |
| gcdnet | Fits the regularization paths for large margin classifiers |
| plot.cv.gcdnet | Plot the cross-validation curve produced by cv.gcdnet |
| plot.gcdnet | Plot coefficients from a "gcdnet" object |
| predict | Model predictions |
| predict.cv.gcdnet | Make predictions from a "cv.gcdnet" object. |
| predict.gcdnet | Make predictions from a "gcdnet" object |
| print.gcdnet | Print a gcdnet object |
