Articles by Christian Lorentzen

Feature Subsampling For Random Forest Regression

August 19, 2021 | Christian Lorentzen

TLDR: The number of subsampled features is a main source of randomness and an important parameter in random forests. Mind the different default values across implementations. Randomness in Random Forests Random forests are very popular machine learning models. They are build from easily understandable and well visualizable decision trees and ...
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