When using decision trees in a gradient boosting system for regression ... to normalize the predictors just in case you want to send the data to other regression algorithms that require normalization ...

Korea Institute of Civil Engineering and Building Technology has successfully developed a real-time, low-cost algal bloom ...

We then compare the performances of seven supervised models, i.e., naive Bayes, logistic, linear discriminant analysis (LDA) and quadratic discriminant analysis (QDA), as well as tree-based methods ...