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In the web-based system for assessment we use machine learning algorithms for modeling students' knowledge. We applied clustering of students in similarity groups, attribute (or the most relevant exercises) selection and classification (of students in ability groups) on three different domains. The results of modeling are used for implementation of… (More)
In the e-learning environment we use adaptive assessment based on machine learning technology called regression tree. In the paper we analyse the properties of the regression tree assessment.