Visualizations for 8 and 30 max_depth hyperparameter

[miwojc]

Visualizations for 8 and 30 max_depth hyperparameter look exactly the same, i wonder why there is no difference here? Notebook: Importance of decision tree hyperparameters on generalization

Edit:
Looks like max_depth 30 is indeed actually only 8 splits, that’s why there are identical:

[glemaitre58]

Indeed, the tree growth will stop if there is no improvement even if you specify a larger depth.