Weighted Random Forest with Spark 3

The third version of the number one distributed computing framework Spark was released in June 2020. Sample weights support was implemented for tree-based algorithms : decision tree, gradient tree boosting and random forest. Today we experiment with this new feature on an imbalanced dataset about credit card fraud. [Read More]