Cargando…
Chemometrics for pattern recognition /
This is the only major text in the area of chemometrics published over the last decade focusing exclusively on pattern recognition. The coverage uses real world pattern recognition case studies, often involving quite large and complex datasets. It approaches pattern recognition as a hypothesis drive...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Chichester, U.K. :
Wiley,
2009.
|
| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- Case studies
- Exploratory data analysis
- Preprocessing
- Two class classifiers
- One class classifiers
- Multiclass classifiers
- Validation and optimization
- Determining potential discriminatory variables
- Bayesian methods and unequal class sizes
- Class separation indices
- Comparing different patterns.