Hyperparameter Optimization of Support Vector Regression Algorithm using Metaheuristic Algorithm for Student Performance Prediction

Improving student learning performance requires proper preparation and strategy so that it has an impact on improving the quality of education. One of the preparatory steps is to make a prediction modeling of student performance. Accurate student performance prediction models are needed to help teac...

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Veröffentlicht in:	International journal of advanced computer science & applications 2023, Vol.14 (2)
Hauptverfasser:	Apriyadi, M. Riki, -, Ermatita, Rini, Dian Palupi
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Decision trees Genetic algorithms Heuristic methods Modelling Neural networks Optimization Particle swarm optimization Performance prediction Prediction models Regression Root-mean-square errors Support vector machines
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