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After completing the reading this week answer the following questions: Chapter 3: Note the basic concepts in data classification

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After completing the reading this week answer the following questions:

Chapter 3:

1. Note the basic concepts in data classification.
2. Discuss the general framework for classification.
3. What is a decision tree and decision tree modifier?  Note the importance.
4. What is a hyper-parameter?
5. Note the pitfalls of model selection and evaluation.

References: 

1. ch 3 in textbook: Alternative Techniques (https://github.com/FaizSaeed/Data-Science-Course/blob/master/Book/Introduction%20to%20Data%20Mining_Pang%20Ning%20Tan.pdf)
2. Capri, H. (2016). Data mining?: principles, applications and emerging challenges . Nova Publishers. Chapter 1.