Ensemble methods in data mining: improving accuracy through combining predictions
Auteur :
Seni, Giovanni / Elder, John
Éditeur :
Springer International Publishing AG
ISBN :
9783031007712
Date de publication :
18 févr. 2010
Dimensions :
27,9 x 21,6 cm
Langue :
Anglais
Pays d'origine :
Suisse
Table of Contents: Ensembles Discovered / Predictive Learning and Decision Trees / Model Complexity, Model Selection and Regularization / Importance Sampling and the Classic Ensemble Methods / Rule Ensembles and Interpretation Statistics / Ensemble Complexity