Machine Learning, Data Science, Supervised Learning, Editors Pick, Getting Started.
rather arbitrary number, 210 trees. That’s the parameter n_estimators in the GradientBoostingClassifier method. Code sample to train Gradient Boosted Decision Trees. (Image by author) Gradient Boosted Decision Trees did indeed reduce Bias. A 0–1 loss of 32% is much better! Result of 0–1