In this tutorial we’ll learn about how to use the Python package for XGBoost to forecast data from InfluxDB time series database. ... Decision trees, random forests, and gradient boosting.

For more information on this research see: Comparison and Analysis of the Effectiveness of Linear Regression, Decision Tree, and Random Forest Models for Health Insurance Premium Forecasting.

A random forest consisting of 1,000 decision trees was trained on the six remaining outbreaks linked to forest loss and a random sample of 24 out of the 28 locations in the second and third data ...