Analytics Vidhya
Published in

Analytics Vidhya

Ensemble Methods for Decision Trees

Decision Trees are popular Machine Learning algorithms used for both regression and classification tasks. Their popularity mainly arises from their interpretability and representability, as they mimic the way the human brain takes decisions.

However, to be interpretable, they pay a price in terms of prediction accuracy. To overcome this caveat, some techniques have been developed, with the goal of…

--

--

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store
Valentina Alto

Valentina Alto

Cloud Specialist at @Microsoft | MSc in Data Science | Machine Learning, Statistics and Running enthusiast