Research Article
[Retracted] Predicting Course Grade through Comprehensive Modelling of Students’ Learning Behavioral Pattern
Table 7
TOPSIS ranking of classification methods for course “carrying out and writing a research” with different feature numbers.
| Features | Nearest Neighbors | Linear SVM | RBF SVM | Gaussian Process | Decision Tree | Random Forest | Neural Net | AdaBoost | Naive Bayes |
| 12 | 0.1547 | 0.1663 | 0.1990 | 0.2490 | 0.8492 | 0.3358 | 0.2211 | 1.0000 | 0.0259 | 15 | 0.1640 | 0.0106 | 0.0881 | 0.1879 | 0.9231 | 0.0137 | 0.0908 | 1.0000 | 0.1767 | 18 | 0.2058 | 0.1742 | 0.1742 | 0.2087 | 0.8698 | 0.1932 | 0.2439 | 1.0000 | 0.0241 | 21 | 0.1039 | 0.1572 | 0.1572 | 0.1587 | 0.9918 | 0.1799 | 0.1356 | 0.9947 | 0.0481 |
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