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Machine learning and data mining : introduction to principles and algorithms /
Data mining is often referred to by real-time users and software solutions providers as knowledge discovery in databases (KDD). Good data mining practice for business intelligence (the art of turning raw software into meaningful information) is demonstrated by the many new techniques and development...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Chichester, England :
Horwood Publishing,
2007.
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| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- Introduction
- Learning and intelligence
- Machine learning basics
- Knowledge representation
- Learning as search
- Attribute quality matters
- Data preprocessing
- Constructive induction
- Symbolic learning
- Statistical learning
- Artificial neural networks
- Cluster analysis
- Learning theory
- Computational learning theory
- Definitions of some lesser known terms.