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.

FeaturesNearest NeighborsLinear SVMRBF SVMGaussian ProcessDecision TreeRandom ForestNeural NetAdaBoostNaive Bayes

120.15470.16630.19900.24900.84920.33580.22111.00000.0259
150.16400.01060.08810.18790.92310.01370.09081.00000.1767
180.20580.17420.17420.20870.86980.19320.24391.00000.0241
210.10390.15720.15720.15870.99180.17990.13560.99470.0481