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Table 2 Example of student performance file that the model takes as input

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

Student ID

\({\varvec{C}}_{\varvec{1}}\)

\({\varvec{C}}_{\varvec{2}}\)

\({\varvec{C}}_{\varvec{3}}\)

\(\ldots\)

\({\varvec{C}}_{\varvec{n}}\)

\(Student_1\)

\(g_{1,1}\)

\(g_{1,2}\)

\(g_{1,3}\)

\(\ldots\)

\(g_{{1,n}}\)

\(Student_2\)

\(g_{2,1}\)

\(g_{2,2}\)

\(g_{2,3}\)

\(\ldots\)

\(g_{2,n}\)

\(Student_3\)

\(g_{3,1}\)

\(g_{3,2}\)

\(g_{3,3}\)

\(\ldots\)

\(g_{3,n}\)

\(\ldots\)

\(\ldots\)

\(\ldots\)

\(\ldots\)

\(\ldots\)

\(\ldots\)

\(Student_m\)

\(g_{m,1}\)

\(g_{m,2}\)

\(g_{m,3}\)

\(\ldots\)

\(g_{m,n}\)

Max grade

\(max(g_{C_1})\)

\(max(g_{C_2})\)

\(max(g_{C_3})\)

\(\ldots\)

\(max(g_{C_n})\)