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Table 6 Encoding Bachelor Degree Specialization. Noting that specialization that are almost similar to each other were grouped in one category

From: Prediction of Student’s performance by modelling small dataset size

BSc Degree BSc Deg. (new variable name)
Mathematics 0
BSc Computing1 1
Information Technology 1
Operations & Information Management 2
Management Information System 2
Business Information Technology 2
Electronic Engineering 3
Electrical Engineering 3
Engineering 3
Engineering 3
Electrical & Electronics Engineering 3
Electrical Engineering 3
Electrical Engineering - Computers & Control Section 3
Electronics Engineering (Computer & Control) 3
Computer Information Systems 4
Information System 4
Computer Information Systems - Circuits and Systems 4
Computer Science/Information System 4
Computer Engineering 5
Computer Engineering 5
Computer Engineering 5
Computer Engineering 5
Computer Engineering 5
Computer Science 6
Computer Science Mathematical Statistics 6
Computer Science 6
Computer Science 6
Computer Science 6
Computer Science 6
Computer Science 6
Computer Science 6
Computer Science 6
Computer Science 6
Computer Systems 7
Computer Systems 7
Software Engineering 8
Software Engineering 8
Software Engineering 8