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1. How to select the best attribute in decision tree algorithm? Please describe one metric, along with its formal definition. 2. What is the purpose

1. How to select the best attribute in decision tree algorithm? Please describe one metric, along with its formal definition.

2. What is the purpose of kernel functions in Support Vector Machine (SVM)? Can you give two examples of kernel functions ?

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