2014 · 17 citations · 4 references
ComputingComputer ScienceEducational AssessmentData MiningEducational Data MiningMachine LearningClassificationExpertise AssessmentExpertise IdentificationC4.5 AlgorithmComparative Performance EvaluationExpertise MiningLearner Performance PredictionNaive BayesNaive Bayes ClassificationSkill-based Classification
The proposed methodology involves to compares classification techniques for predicting the cognitive skill of students which can be evaluate by conducting the online test. The paper focuses the comparative performance of C4.5 algorithm, Naïve Bayes classifier algorithm which one is well suited accuracy for predicting the skill of expertise by experimenting in Rapid miner.
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Data mining: concepts and techniques
Jiawei Han, Micheline Kamber · Choice Reviews Online · 2012 · 28.9K citations