Evaluating the Impact of Data Augmentation on Predictive Model Performance

Valdemar Švábenský, Conrad Borchers, Elizabeth B. Cloude +1

In supervised machine learning (SML) research, large training datasets are essential for valid results. However, obtaining primary data in learning analytics (LA) is challenging. D…