RapidMiner : data mining use cases and business analytics applications /: data mining use cases and business analytics applications. ([2013])

• Record Type: Book
• Uniform Title: RapidMiner (Electronic resource)
• Further Information: Note: Editors, Markus Hofmann, Ralf Klinkenberg.
• Editors: (Computer scientist), Hofmann, Markus; Klinkenberg, Ralf
• Contents: 1. Introduction to data mining and RapidMiner -- 2. Basic classification use cases for credit approval and in education -- 3. Marketing, cross-selling, and recommender system use cases -- 4. Clustering in medical and educational domains -- 5. Text mining : spam detection, language detection, and customer feedback analysis -- 6. Feature selection and classification in astroparticle physics and in medical domains -- 7. Molecular structure- and property-activity relationship modeling in biochemistry and medicine -- 8. Image mining : feature extraction, segmentation, and classification -- 9. Anomaly detection, instance selection, and prototype construction -- 10. Meta-learning, automated learner selection, feature selection, and parameter optimization.
• Publisher Details: Boca Raton : CRC Press
• Publication Date: 2013
• Copyright Date: 2014
• Extent: 1 online resource (liv, 465 pages), illustrations
• Subjects: 006.312 R218; Data mining; Data Mining; Data mining; COMPUTERS -- General; Data mining; Data Mining; RapidMiner; Data mining; Electronic books
• Languages: English
• ISBNs: 9781482205503; 1482205505
• Related ISBNs: 9781482205497; 1482205491
• Notes: Note: Includes bibliographical references and index.; Note: Print version record.
• 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.