Assignment:
1. There are many different approaches in Data Mining. Explain and provide an example of the "Statistical Procedure Based Approach" in Data Mining?
You must make at least two substantive responses to your classmates' posts. Respond to these posts in any of the following ways:
• Build on something your classmate said.
• Explain why and how you see things differently.
• Ask a probing or clarifying question.
• Share an insight from having read your classmates' postings.
• Offer and support an opinion.
• Validate an idea with your own experience.
• Expand on your classmates' postings.
• Ask for evidence that supports the post.
Discussion Length (word count): At least 150 words
References: At least one peer-reviewed, scholarly journal references.
2. Classification: Alternative Techniques Assignment
1) Define and provide an example of Rule Coverage and Accuracy.
2) What are the Characteristics of Rule-Based Classifier?
3) What do the steps to building a rule set consist in a Direct Method: RIPPER?
4) Describe what is used to separate data in Support Vector Machines.
5) List and describe the two classifiers of Ensemble Methods.