Applying predictive analytics : finding value in data /: finding value in data. (2019)
- Record Type:
- Book
- Title:
- Applying predictive analytics : finding value in data /: finding value in data. (2019)
- Main Title:
- Applying predictive analytics : finding value in data
- Further Information:
- Note: Richard V. McCarthy, Mary M. McCarthy, Wendy Ceccucci, Leila Halawi.
- Authors:
- McCarthy, Richard V
McCarthy, Mary M
Ceccucci, Wendy
Halawi, Leila - Contents:
- Introduction to Predictive Analytics.- Know Your Data – Data Preparation.- What do Descriptive Statistics Tell Us.- The First of the Big Three – Regression.- The Second of the Big Three – Decision Trees.- The Third of the Big Three - Neural Networks.- Model Comparisons and Scoring.- Appendix A.- Data Dictionary for the Automobile Insurance Claim Fraud Data Example.- Conclusion.
- Publisher Details:
- Cham, Switzerland : Springer
- Publication Date:
- 2019
- Extent:
- 1 online resource (x, 205 pages)
- Subjects:
- 006.3/12
Data mining
SAS (Computer program language)
Electronic books - Languages:
- English
- ISBNs:
- 9783030140380
3030140385 - Related ISBNs:
- 9783030140373
- Notes:
- Note: Includes bibliographical references and index.
Note: Online resource; title from PDF title page (SpringerLink, viewed March 27, 2019). - Access Rights:
- Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
- Access Usage:
- Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.396681
- Ingest File:
- 02_423.xml