Predicting online shopping cart abandonment with machine learning approaches

Excessive online shopping cart abandonment rates constitute a major challenge for e-commerce companies and can inhibit their success within their competitive environment.

Introduction

To strengthen a company's position within its competitive environment, marketers need to be able to precisely predict potential customers regarding their purchase and, further, non-purchase behavior. Considering this in the context of online...