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Classification: Decision Trees

Classification: Decision Trees. Classification: Definition. Given a collection of records ( training set ) Each record contains a set of attributes , one of the attributes is the class . Find a model for class attribute as a function of the values of other attributes.

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Lecture 2: Data Mining

Lecture 2: Data Mining. Roadmap. What is data mining? Data Mining Tasks Classification/Decision Tree Clustering Association Mining Data Mining Algorithms Decision Tree Construction Frequent 2-itemsets Frequent Itemsets (Apriori) Clustering/Collaborative Filtering. What is Data Mining?.

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Packet Classification Using Dynamically Generated Decision Trees

Packet Classification Using Dynamically Generated Decision Trees. Author : Yu-Chieh Cheng, Pi-Chung Wang Publisher : IEEE Transactions on Computers, Vol. 64, No. 2, February 2015 Referenced : Presenter : ??? Date : 2019/5/8. Department of Computer Science and Information Engineering

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257 views • 25 slides

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Decision tree construction - PowerPoint PPT Presentation

Classification: Decision Trees

Lecture 2: Data Mining

Packet Classification Using Dynamically Generated Decision Trees