Random Forests. Similarly to Extra Trees, Random Forests 99 is an ensemble algorithm with a significant difference: for determining the initial node, its base algorithm (Regression Tree) selects the best property for further ramifications. Whereas Random Forests in the Scikit-Learn 100 implementation here used employed bootstrap replicas, i.e., it subsamples the input data, Extra