Regression Trees ensemble

[Omar_Alwaily]

Greetings

can I use Trees ensemble method with Regression Trees? how?

[pastorsoto]

Hi @Omar_Alwaily

Short answer: Yes, you can

Are you asking for the implementation on python or how they work?

For instance, price can also be predicted using trees ensemble, the difference is that you take the mean of the groups to make your final prediction.

[Christian_Simonis]

Hi there,

here is a minimum example and docs of a decision tree regressor from scikitlearn also with links to references:

• sklearn.tree.DecisionTreeRegressor — scikit-learn 1.2.0 documentation

Note that besides bagged decision trees also boosted decision tree examples are available and documented as a potential improvement or next step, see also:

• Ada Boost
• Bagging Regressor
• Random Forest

Best
Christian

[Omar_Alwaily]

Instead of taking the votes take the average. it’s reasonable

Thank you