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As per discussions with Xiangrui, I've reorganized and edited the mllib documentation. Author: Ameet Talwalkar <atalwalkar@gmail.com> Closes #1908 from atalwalkar/master and squashes the following commits: fe6938a [Ameet Talwalkar] made xiangruis suggested changes 840028b [Ameet Talwalkar] made xiangruis suggested changes 7ec366a [Ameet Talwalkar] reorganize and edit mllib documentation
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| layout | title | displayTitle |
|---|---|---|
| global | Classification and Regression - MLlib | <a href="mllib-guide.html">MLlib</a> - Classification and Regression |
MLlib supports various methods for binary classification, multiclass classification, and regression analysis. The table below outlines the supported algorithms for each type of problem.
| Problem Type | Supported Methods |
|---|---|
| Binary Classification | linear SVMs, logistic regression, decision trees, naive Bayes |
| Multiclass Classification | decision trees, naive Bayes |
| Regression | linear least squares, Lasso, ridge regression, decision trees |
More details for these methods can be found here: