Can I read Breiman's "Two Cultures" Revisited and Reconciled on EtoBox?

Breiman's "Two Cultures" Revisited and Reconciled by Subhadeep; Mukhopadhyay; Wang, Kaijun is a scholarly article available to read on EtoBox.

What is Breiman's "Two Cultures" Revisited and Reconciled about?

In a landmark paper published in 2001, Leo Breiman described the tense standoff between two cultures of data modeling: parametric statistical and algorithmic machine learning. The cultural division between these two statistical learning frameworks has been growing at a steady pace in recent years. What is the way forward? It has become blatantly obvious that this widening gap between "the two cultures" cannot be averted unless we find a way to blend them into a coherent whole. This article presents a solution by establishing a link between the two cultures. Through examples, we describe the challenges and potential gains of this new integrated statistical thinking.

Author

Subhadeep; Mukhopadhyay; Wang, Kaijun

Published

2020

Language

EN