Extra(Extremely Randomized) Trees

Extremely Randomized Trees, or Extra Trees for short, is an ensemble machine learning algorithm based on decision trees. The Extra Trees algorithm works by creating a large number of unpruned decision trees from the training dataset. Predictions are made by averaging the prediction of the decision trees in the case of regression or using majority voting in the case of classification. The predictions of the trees are aggregated to…