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Table 1 Dataset features

From: Framework for automatically suggesting remedial actions to help students at risk based on explainable ML and rule-based models

Internal assessment features (checkpoints)

Historical features

Feature

Description

Feature

Description

ID

Student ID

AGE_ADMITTED

Age of the student when he/she was admitted to university

Quiz1Norm

Score on Quiz 1

AgeCourseStart

Age of the student when he/she took course CSBP219

Quiz2Norm

Score on Quiz 2

Reg. Hrs

Registered Hours

HW1Norm

Score of HW 1

HS_GPA

High School GPA

HW2Norm

Score of HW 2

MATH

Math Grade in High School

HW3Norm

Score of HW 3

PHYS

Physics Grade in High School

HW4Norm

Score of HW 4

Repeated Grade (CSBP119)

How many times the student repeated course CSBP119

MTNorm

Midterm Exam Score

CSBP119-max

Grade of CSBP119 course

Quiz3Norm

Score on Quiz 3

Repeated Grade (CSBP219)

How many times the student repeated course CSBP219

Quiz4Norm

Score on Quiz 4

ESPN

Introduction to Academic English

Quiz5Norm

Score on Quiz 5

CSBP121

Programming Lab I

Quiz6Norm

Score on Quiz 6

MATH105

Calculus I

Qzs

Average Quiz Score

CENG205

Digital Design & Computer Organization

HWs

Average Homework Score

PHYS105

General Physics I

PRJ1Norm

Project Score

CENG202

Discrete Mathematics

FENorm

Final Exam Score

CIT?

Student in College of IT (Yes/No)

TGNorm

Total Grade in CSBP219

AcademicStanding

1 = Good standing, 0 =Probation

  

Citizenship

1 = Citizen, 0 = Non-Citizen

  

Gender

F/M

  

Sponsor

Yes/No

  

AlAinResident

0 = Resident outside Al-Ain, 1= Resident of Al-Ain