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Choose one Business question and answer itAnswer your choice of one of the discussion questions below. Please clearly indicate which question you’re answering by labeling it with the question number (e.g. “Question 1”).1. Define the data mining technique of cluster analysis, and describe the various clustering methods. How might cluster analysis be used in your own workplace (past or present)?2. Define the data mining technique of classification, and describe the various classification techniques. How might classification be used in your own workplace (past or present)?3. Define the data mining technique of association rule mining. Provide an example to illustrate association rule mining that is taken from your own workplace (past or present)?4. What is the lift value in an association rule? Provide an example to illustrate lift value that is taken from your own workplace (past or present)?5. What two numbers are used to express the degree of uncertainty about a rule identified in association rule mining? Define each and provide an example taken from your own workplace (past or present).6. Define the data mining technique of cause-and-effect modeling. Provi

de an example to illustrate cause-and-effect modeling that is taken from your own workplace (past or present)?7. Define lagging and leading measures in cause-and-effect modeling. Provide an example to illustrate lagging and leading measures that is taken from your own workplace (past or present)?8. Explain logistic regression for classifying data, and discuss how it is different from linear regression. Provide an example to illustrate the difference that is taken from your own workplace (past or present)?Your initial post must be at least 200 words in length and must include references from reliable sources.220 wordsrefs and citeAnswer Preview…………….Classification generally depicts a data mining technique which assigns categories to a particular data to help in more accurate predictions and analysis of the data. Classification as a data mining technique entails prediction of group membership for data instances. In data mining classification involves assigning of items in a collection to target categories or classes. As a technique in data mining classification is widely used in various fields. The………………………APA 272 words
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