Feature engineering and selection: a practical approach for predictive models
Auteur :
Kuhn, Max / Johnson, Kjell
Éditeur :
Taylor & Francis Ltd
ISBN :
9781032090856
Date de publication :
30 juin 2021
Dimensions :
25,4 x 17,8 cm
Poids :
453 g
Langue :
Anglais
Pays d'origine :
Grande Bretagne
The process of developing predictive models includes many stages. Most resources focus on the modeling algorithms but neglect other critical aspects of the modeling process. This book describes techniques for finding the best representations of predictors for modeling and for nding the best subset of predictors for improving model performance.