Understanding Decision Tree Regression A decision tree is similar to a binary search tree. The demo decision tree implementation creates a tree with a fixed number of nodes. The implementation stores ...

If the signal to noise ratio is low (it is a ‘hard’ problem) logistic regression is likely to perform best. In technical terms, if the AUC of the best model is below 0.8, logistic very clearly ...