The conversation between human and AI assistant.
How do random forests and boosted decision trees compare?
That's interesting. How do they compare in terms of predictive accuracy?
Both random forests and boosted decision trees are considered to be among the best-performing machine learning methods for classification and regression tasks. In general, random forests are popular in settings where high accuracy is needed while boosted decision trees tend to perform even better when it comes to accuracy.