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. 2022 Aug 13;8(8):e10248. doi: 10.1016/j.heliyon.2022.e10248

Table 7.

Method of Empirical Validation

Hypothesis 1 Hypothesis 2 Hypothesis 3
Goal Analyze the score represent the attainment parameter according to Bloom Taxonomy Analyze the relationship between course attainment parameters and Student Scores Analyze the relationship between course attainment parameters with program attainment parameters.
Independent Variables Scores in each CAP Scores in each CAP Total Course attainment value
Dependent Variables and measures Total percentage in each CAP Total Percentage in each CAP Program attainment parameter
Empirical Study Approach Simulation with data set of 615 using t-test Simulation with data set of 615 using correlation and descriptive statistics Mamdani Inference System with data set of size 615 analysis using t-test
Result Validation Logistic Regression, Linear SVM, Random Forest, and Naïve Bayes validate the Fuzzy Results.