Survey of Classification Techniques in Data Mining 论文

2009引用 252
Data Mining Algorithms and ApplicationsMachine Learning and Data ClassificationBayesian Modeling and Causal Inference
人工智能Machine Learning and Data ClassificationBayesian Modeling and Causal InferenceData Mining Algorithms and Applications
相关技术:Bayesian Modeling and Causal InferenceMachine Learning and Data ClassificationData Mining Algorithms and Applications
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Abstract — Classification is a data mining (machine learning) technique used to predict group membership for data instances. In this paper, we present the basic classification techniques. Several major kinds of classification method including decision tree induction, Bayesian networks, k-nearest neighbor classifier, case-based reasoning, genetic algorithm and fuzzy logic techniques. The goal of this survey is to provide a comprehensive review of different classification techniques in data mining.

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Thair Nu Phyu

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Bayesian Modeling and Causal InferenceMachine Learning and Data ClassificationData Mining Algorithms and Applications

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