Classification and Regression - RDD-based API
spark.mllib package supports various methods for
regression analysis. The table below outlines
the supported algorithms for each type of problem.
|linear SVMs, logistic regression, decision trees, random forests, gradient-boosted trees, naive Bayes
|logistic regression, decision trees, random forests, naive Bayes
|linear least squares, Lasso, ridge regression, decision trees, random forests, gradient-boosted trees, isotonic regression
More details for these methods can be found here: