Discussion about this post

User's avatar
K.B.'s avatar

About the probabilities computed from a decision tree you say: "Yet, these manipulations do not account for the “true” uncertainty in a prediction. This is because the uncertainty is the same for all predictions that land in the same leaf node." Can you explain this a bit further? What is the problem with this type of uncertainty?

Expand full comment
Praveen Jana's avatar

Just to confirm XGBOOST and LightGBM are labelling models right? Can we say all ensemble based models are labelling models?

Expand full comment
1 more comment...

No posts