Tag: the surprising usefulness of the single decision tree

It’s a common question among data scientists and machine learning enthusiasts: which algorithm is superior when it comes to predicting numeric values – Linear Regression or Decision Trees? Both have their strengths and weaknesses, but knowing when to use each can make a significant impact on the accuracy and reliability of your predictive models. While…