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. |