How does Random Forest relate to ensemble entropy landscapes?

Random Forest creates a smoothed entropy landscape over feature space via aggregation.

Each tree defines a piecewise constant entropy surface. Aggregating many trees smooths these surfaces into a global entropy landscape representing uncertainty. This helps stabilize decision boundaries and reduces sharp transitions in class probabilities.