Modeling Tick Populations: An Ecological Test Case forGradient Boosted Trees
W. Manley, T. Tran, M. Prusinski, D. Brisson
This study compares gradient boosted trees and linear models in predicting blacklegged tick populations using environmental data, finding gradient boosted models more accurate and capable of capturing non-linear relationships.
bioRxiv · Mar 13, 2023Ecology