Classification Models

David L. Olson and Özgür M. Araz
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David L. Olson: University of Nebraska–Lincoln
Özgür M. Araz: University of Nebraska–Lincoln

Chapter Chapter 7 in Data Mining and Analytics in Healthcare Management, 2023, pp 87-104 from Springer

Abstract: Abstract This chapter covers classification modeling. Data from IBM’s application of Watson artificial intelligence to healthcare was used for demonstration. Variable selection is demonstrated with comparative results.

Keywords: Classification models; Random forest; Extreme boosting; Logistic regression; Decision trees; Support vector machines; Neural networks (search for similar items in EconPapers)
Date: 2023
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Persistent link: https://EconPapers.repec.org/RePEc:spr:isochp:978-3-031-28113-6_7

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DOI: 10.1007/978-3-031-28113-6_7

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