
Application of CRISP-DM Model ◾ 289
Table 14.4 Excluded Attributes
Attribute Rationale for Exclusion
Mcr-titl This attribute represents the program to which the student is
applying for acceptance at the university.
We did not consider this attribute germane to the project
because the desire to be in a particular program would have
no bearing on if a student passed mathematics and/or the
English language. We are interested in data that exists prior to
the sitting of the exam; not data that speaks to the future
aspiration of the student.
Nationality The nationality attribute represents the country of which the
student/applicant is a citizen of. Due ...