Applying predictive analytics : finding value in data /: finding value in data. (2019)

• Record Type: Book
• 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.