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. 2025 Sep 8;11:e3087. doi: 10.7717/peerj-cs.3087

Table 1. Description of SCSU dataset.

Feature number Feature name Description
1 RandomId A unique identifier for each student
2 TermName The term during which the data was recorded
3 ClassCode The student’s class (e.g., SR for senior, JR for junior)
4 TransferStudent Indicates if the student is a transfer student (Y/N)
5 RegularStudent Indicates if the student is a regular student (Y/N)
6 Gender Gender of the student (Male/Female)
7 Citizenship Citizenship status of the student
8 Residency Residency status (In-State/Out-of-State)
9 MajorDegree The major and degree of the student
10 Department The department offering the major
11 College The college within the university
12 PriorAssociatesDegree Indicates if the student has a prior associate’s degree
13 CourseModality The modality of the courses taken
14 TermEnrolledCredits Number of credits enrolled in the term
15 TermGPA GPA for the particular term (Fall, Spring, Summer)
16 TermLocalCreditsEarned Local credits earned during the term
17 TermCreditsNotEarned Credits not earned during the term.
18 CumulativeLocalCreditsEarned Cumulative local credits earned
19 CululativeCreditsNotEarned Cumulative credits not earned
20 CumulativeGPA Cumulative GPA