Show pageOld revisionsBacklinksBack to top This page is read only. You can view the source, but not change it. Ask your administrator if you think this is wrong. # Linear models [[Scikit-learn]] - [[SVC]] / [[SVR]] - [[Sklearn]] wraps [[libLinear]] and [[libSVM]] - Compile yourself for multicore support - LogisticRegression / LinearRegression + regularizers - SGDClassifier / SGDRegressor [[Vowpal Wabbit]] - [[FTRL]] Regularization parameter (C, alpha, lambda, ...) - Start with very small value and increase it. - SVC starts to work slower as C increases Regularization type - L1/L2/L1+L2 - L1 can be used for feature selection open/linear-models.txt Last modified: 2024/10/05 06:15by 127.0.0.1