| DC Field | Value | Language |
|---|
| dc.contributor.author | Kuhn, Max | - |
| dc.contributor.author | Johnson, Kjell | - |
| dc.date.accessioned | 2021-04-20T04:35:07Z | - |
| dc.date.available | 2021-04-20T04:35:07Z | - |
| dc.date.issued | 2013 | - |
| dc.identifier.isbn | 978-1-4614-6849-3 | - |
| dc.identifier.uri | http://localhost:8080/xmlui/handle/123456789/104 | - |
| dc.description | This work would not have been possible without the help and men-
toring from many individuals, including: Walter H. Carter, Jim Garrett,
Chris Gennings, Paul Harms, Chris Keefer, William Klinger, Daijin Ko, Rich
Moore, David Neuhouser, David Potter, David Pyne, William Rayens, Arnold
Stromberg, and Thomas Vidmar. We would also like to thank Ross Quinlan
for his help with Cubist and C5.0 and vetting our descriptions of the two. At
Springer, we would like to thank Marc Strauss and Hannah Bracken as well as
the reviewers: Vini Bonato, Thomas Miller, Ross Quinlan, Eric Siegel, Stan
Young, and an anonymous reviewer. Lastly, we would like to thank our fam-
ilies for their support: Miranda Kuhn, Stefan Kuhn, Bobby Kuhn, Robert
Kuhn, Karen Kuhn, and Mary Ann Kuhn; Warren and Kay Johnson; and
Valerie and Truman Johnson. | en_US |
| dc.description.abstract | This is a book on data analysis with a specific focus on the practice of
predictive modeling. The term predictive modeling may stir associations such
as machine learning, pattern recognition, and data mining. Indeed, these as-
sociations are appropriate and the methods implied by these terms are an
integral piece of the predictive modeling process. But predictive modeling
encompasses much more than the tools and techniques for uncovering pat-
terns within data. The practice of predictive modeling defines the process of
developing a model in a way that we can understand and quantify the model’s
prediction accuracy on future, yet-to-be-seen data. The entire process is the
focus of this book. | en_US |
| dc.language.iso | en | en_US |
| dc.publisher | Springer | en_US |
| dc.subject | Predictive Modeling | en_US |
| dc.subject | Statistics | en_US |
| dc.title | Applied Predictive Modeling | en_US |
| dc.type | Book | en_US |
| Appears in Collections: | ARTS & SCIENCE
|
