Research Article

[Retracted] The Use of Genetic Algorithm, Multikernel Learning, and Least-Squares Support Vector Machine for Evaluating Quality of Teaching

Table 2

A list of the experimental benchmark models.

No.MethodologyDescription

1MK-LSSVM-GA (proposed)The proposed method: a method of MK-LSSVM and GA. MK-LSSVM is employed for the quality of teaching regression, and GA is used for the optimization
2LSSVMLSSVM is proposed to evaluate teaching quality without GA and multikernel learning
3GBDTGBDT is proposed to evaluate teaching quality
4RFRandom forest is proposed to evaluate teaching quality
5XGBoostXGBoost is proposed to evaluate teaching quality
6AdaBoostAdaBoost-based method is proposed to evaluate teaching quality
7KNNK-nearest neighbor is proposed to evaluate teaching quality
8BNBayesian network is proposed to evaluate teaching quality
9ANNMethod based on artificial neural network is proposed to evaluate teaching quality