Written Assignment UNIT 7:Database Web-Application Development University of the People CS 3306-01 Databases 2 - AY2024-T3 Sherry Richardson, Instructor March 19th, 2024 Introduction Classification trees can be a useful tool in the field of educational databases, especially when it comes to monitoring and evaluating student performance. They help educators and administrators make decisions more easily and also make the depiction of grade distributions simpler. Drawing inspiration from the arrangement shown in Figure 22.6, I have created a classification tree that centers around the course grading system, which spans from A to F. This tree highlights the differences between each grade class according to predetermined standards like score ranges or performance markers. It also shows the hierarchical grouping of grades. Structure of…show more content… Level 3 (High Achievers): Split into Excellent (A) and Above Average (B). Level 3 (Satisfactory Performers): Splits Average (C) and Passing (D). Level 2 (Failing Grade): Indicates performance that does not meet the minimum requirements for passing. Grades are efficiently categorized into discrete classes by this tree, which takes into account both the quantitative and qualitative components of student achievement. Every node functions as a decision point, resulting in a more accurate classification according to the standards established for the course's grading. Classification of Preferred Class Grade: Excellent (A). My favorite grade, an "Excellent" (A), is at the top of the "High Achievers" group. This categorization is a sign of not only getting the best marks possible, but also of great talent application, outstanding academic dedication, and mastery of the course material. The "Excellent" grade encourages students to aim for thorough comprehension and application of their information by setting a standard for academic
