Feature engineering and selection a practical approach for predictive models
A primary goal of predictive modeling is to find a reliable and effective predictive relationship between an available set of features and an outcome. This book provides an extensive set of techniques for uncovering effective representations of the features for modeling the outcome and for finding...
| Otros Autores: | , |
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| Formato: | Libro |
| Idioma: | Inglés |
| Publicado: |
Boca Raton :
CRC Press
2020.
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| Colección: | Data Science Series
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| Materias: | |
| Acceso en línea: | Acceso a información complementaria y vista previa desde Google Books |
| Sumario: | A primary goal of predictive modeling is to find a reliable and effective predictive relationship between an available set of features and an outcome. This book provides an extensive set of techniques for uncovering effective representations of the features for modeling the outcome and for finding an optimal subset of features to improve a models predictive performance. |
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| Descripción Física: | XIII, 297 p. : gráf. ; 27 cm |
| Bibliografía: | Incluye referencias bibliográficas (p. 283-293) e índice. |
| ISBN: | 9781138079229 |
