Machine learning models to predict the dropouts in Massive Open Online Courses

Physics & Astronomy

• dropouts 100%
• machine learning 87%
• students 69%
• data mining 68%
• learning 50%
• economics 24%
• flexibility 20%
• time measurement 18%
• predictions 12%
• performance 10%

Medicine & Life Sciences

• Machine Learning 78%
• Data Mining 56%
• Students 48%
• Learning 33%
• Decision Trees 28%
• Economics 17%
• Data Analysis 17%

Engineering & Materials Science

• Students 51%
• Machine learning 50%
• Data mining 38%
• Decision trees 22%
• Learning algorithms 19%
• Economics 14%