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  • Ananth Raghuraman thinks this is interesting:

The DecisionTreeRegressor (and all other tree-based regression models) is not able to extrapolate, or make predictions outside of the range of the training data

From

Cover of Introduction to Machine Learning with Python

Note

Negative point