Table 2 Data collection.

From: Navigating cognitive boundaries: the impact of CognifyNet AI-powered educational analytics on student improvement

Feature

Description

Student_ID

Unique identifier for each student

Age

Age of the student

Gender

The gender of the student

Previous_Exam_Score

The score obtained in the previous examination

Hours_of_Study

Average hours dedicated to study

Attendance_Percentage

Percentage of attendance in educational sessions

Cognitive_Improvement_Score

A score indicating improvements in cognitive assessments

Student_Performance_Score

Overall performance score for the academic period