Research Article

MOOC Dropout Prediction Using a Hybrid Algorithm Based on Decision Tree and Extreme Learning Machine

Table 2

Dataset description.

Information Description

Enrollment Records denoting what course each learner has enrolled (120,542 entries)
Object Relationships of courses and modules
Log Learning behavior records (8,157,277 entries)
Date The start and end time of courses
Truth Labels indicating whether learners dropout or complete the whole courses