Online bagging and boosting

Bagging and boosting are two of the most well-known ensemble learning methods due to their theoretical performance guarantees and strong experimental results. However, these algorithms have been used mainly in batch mode, i.e., they require the entire training set to be available at once and, in som...

Ausführliche Beschreibung

Bibliographische Detailangaben

1. Verfasser:	Oza, N.C.
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Backpropagation algorithms Bagging Boosting ensemble learning Intelligent systems Learning systems NASA online learning Postal services Predictive models Supervised learning Training data
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!