Research Article
[Retracted] Predicting Course Grade through Comprehensive Modelling of Students’ Learning Behavioral Pattern
Table 6
TOPSIS ranking of classification methods for course “digital writing skills” with different feature numbers.
| Features | Nearest Neighbors | Linear SVM | RBF SVM | Gaussian Process | Decision Tree | Random Forest | Neural Net | AdaBoost | Naive Bayes |
| 12 | 0.1654 | 0.1878 | 0.1794 | 0.1612 | 1.0000 | 0.1878 | 0.1922 | 0.6561 | 0.0000 | 15 | 0.3429 | 0.3612 | 0.3612 | 0.2400 | 1.0000 | 0.3626 | 0.3649 | 0.7369 | 0.0081 | 18 | 0.3390 | 0.3512 | 0.3384 | 0.2752 | 1.0000 | 0.3525 | 0.3563 | 0.7225 | 0.0000 | 21 | 0.3549 | 0.3536 | 0.3409 | 0.2770 | 1.0000 | 0.3536 | 0.3587 | 0.7236 | 0.0000 |
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