Predictive Analytics for Customer Intelligence: Data Augmentation Ghent University
Next to algorithm improvement and time window optimization, data augmentation is a strategy for improving the predictive performance of customer behavior models. Data augmentation consists in evaluating the added value of different data types with respect to predictive performance. This project aims to investigate data augmentation in a large social network for predicting user upsell and network growth.