linearRegression_4perPage - Outline Linear Regression Data...

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Linear Regression Data Mining Prof. Dawn Woodard School of ORIE Cornell University 1 Outline 1 Announcements 2 The Regression Task 3 Simple Linear Regression 2 Announcements Questions? Frequentist intervals for naive Bayes Finish cross-validation 4 The Regression Task So far we have considered the classi±cation task In this task the goal is to predict the value of a categorical outcome In order to do this we have training data that includes the value of both predictors and outcome Another type of supervised learning is prediction of the value of a continuous outcome We will still have training data that includes the value of both predictors and outcome 6
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TV Ads Data Amount of spending by 21 companies on TV ads (“SPEND”) For each company, we also know the number of retained impressions per week in millions (“MILIMP”) Based on a survey of 4,000 adults 8 TV Ads Data Ad Spending (Millions $)
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linearRegression_4perPage - Outline Linear Regression Data...

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