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Table 1 Feature descriptions and data ranges of the dataset

From: Predicting students at risk of academic failure using ensemble model during pandemic in a distance learning system

Feature name Description Type Value
Gender Gender (F/M) Categorical 0–1
Degree College (2-year) or faculty (4-year) Categorical 0–1
Lecture_notes Number of downloaded lecture notes in PDF format Numeric 0–203
Materials Number of other downloaded course materials Numeric 0–176
Video Total time spent watching recorded course videos (minutes) Numeric 1–5988
Live Total time spent in live course sessions (minutes) Numeric 1–1295
Live_attendance Total number of attendances in live course sessions Numeric 1–46
Quiz Quiz score Numeric 0–100