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Classification with Decision Trees and Rules

Classification with Decision Trees and Rules

Classification with Decision Trees and Rules. Evgueni Smirnov. Overview. Classification Problem Decision Trees for Classification Decision Rules for Classification. Classification Task. Given:

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1.06k views • 80 slides
Decision-Tree Induction & Decision-Rule Induction

Decision-Tree Induction & Decision-Rule Induction

Decision-Tree Induction & Decision-Rule Induction. Evgueni Smirnov . Overview. Instances, Concepts, Languages Types of Tasks Decision Trees Decision Rules Evaluation Techniques Intro to Weka . Instances, Concepts, Languages.

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1.17k views • 64 slides
Machine Learning Chapter 3. Decision Tree Learning

Machine Learning Chapter 3. Decision Tree Learning

Machine Learning Chapter 3. Decision Tree Learning. Tom M. Mitchell. Abstract. Decision tree representation ID3 learning algorithm Entropy, Information gain Overfitting. Decision Tree for PlayTennis. A Tree to Predict C-Section Risk. Learned from medical records of 1000 women

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892 views • 29 slides
Decision Tree Learning

Decision Tree Learning

Decision Tree Learning. Presented by Ping Zhang Nov. 26th, 2007. Introduction. Decision tree learning is one of the most widely used and practical method for inductive inference

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608 views • 22 slides
Machine Learning: Lecture 3

Machine Learning: Lecture 3

Machine Learning: Lecture 3. Decision Tree Learning (Based on Chapter 3 of Mitchell T.., Machine Learning, 1997). Decision Tree Representation. Outlook. Sunny. Rain. Overcast. Humidity Wind. Yes. High. Weak. Normal. Strong. Yes. No. Yes. No.

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147 views • 13 slides

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