课程目录: 利用Weka进行数据挖掘培训

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课程大纲:

利用Weka进行数据挖掘培训

 

 

What is data mining?

Where can it be applied?

How do simple classification algorithms work?

What are their strengths and weaknesses?

In what ways are real-life classification methods more complex?

How should you evaluate a classifier’s performance?

What is “overfitting” and how can you combat it?

How can ensemble techniques combine the result of different algorithms?

What ethical considerations arise when mining data?

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