Early Attrition Prediction for Web-Based Interpretation Bias Modification to Reduce Anxious Thinking: A Machine Learning Study

Sonia Baee   ¹ , BSc, MSc, PhD ;   Jeremy W Eberle   ² , BSc, MSc, PhD ;   Anna N Baglione   ¹ , BSc, MSc, PhD ;   Tyler Spears   ³ , BSc, MSc ;   Elijah Lewis   ⁴ , BSc ;   Hongning Wang   ⁵ , BSc, MSc, PhD ;   Daniel H Funk   ⁶ , BSc ;   Bethany Teachman   ² , BSc, PhD ;   Laura E Barnes   ¹ , BSc, MSc, PhD

¹ Department of Systems and Information Engineering, University of Virginia, Charlottesville, VA, United States

² Department of Psychology, University of Virginia, Charlottesville, VA, United States

³ Department of Electrical and Computer Engineering, University of Virginia, Charlottesville, VA, United States

⁴ Department of Computer Science, University of Virginia, Charlottesville, VA, United States

⁵ Department of Computer Science and Technology, Tsinghua University, Beijing, China

⁶ Sartography, Staunton, VA, United States