This repository contains the Random Forest algorithm for the Master thesis on the topic of automated scoring of Divergent Thinking tasks, with focus on the Alternative Use Task (AUT). The training of the algorithm is oriented on previous research:

Random Forest & feature engineering

• Buczak, P., Huang, H., Forthmann, B. Doebler, P (2022). The machines take over: A comparison of various supervised learning approaches for automated scoring of divergent thinking tasks. https://osf.io/4sbhn/