FullDatasets
Book 2008
The Elements of Statistical Learning
4.33 66 readers shelved it
- Publisher
- Springer
- Published
- 2008
- Database management
- Statistics
- Artificial intelligence
- Biology
- Data processing
- Computer science
- Mathematical statistics
- Computer Appl. in Life Sciences
Describes important statistical ideas in machine learning, data mining, and bioinformatics. Covers a broad range, from supervised learning (prediction), to unsupervised learning, including classification trees, neural networks, and support vector machines.
