Details
- Autor(en) / Beteiligte
- Titel
- Elements of Statistical Learning: Data Mining, Inference, and Prediction
- Auflage
- Second Edition
- Ort / Verlag
- New York: Springer
- Erscheinungsjahr
- 2009
- Link zum Volltext
- Quelle
- Alma/SFX Local Collection
- Beschreibungen/Notizen
- Covers supervised learning (prediction) to unsupervised learning. This book contains topics including neural networks, support vector machines, classification trees and boosting.
- Sprache
- Englisch
- Identifikatoren
- ISBN: 0387848576, 9780387848570ISSN: 0172-7397eISSN: 2197-568XDOI: 10.1007/978-0-387-84858-7Titel-ID: cdi_askewsholts_vlebooks_9780387848587
- Format
- –
- Schlagworte
- Artificial Intelligence, Computational Biology/Bioinformatics, Computer Appl. in Life Sciences, Computer Science, Data mining, Data Mining and Knowledge Discovery, Mathematical statistics, Mathematics and Statistics, Probability Theory and Stochastic Processes, Statistical Theory and Methods, Supervised learning (Machine learning)