We know that the decision tree is a very powerful technique, but we can improve it using something called as Ensemble Modeling Technique.
Ensemble basically means ‘together’, so ensemble model is a group of base models working together.
For an Ensemble Model to work better, you should choose different base models, i.e. more different these models are, the better you can combine them.

#python #data-science #ensemble #data-visualization #machine-learning