
Lior Rokach
Senior Academic
Ensemble-based classifiers
The idea of ensemble methodology is to build a predictive model by integrating multiple models. It is well-known that ensemble methods can be used for improving prediction performance. Researchers from various disciplines such as statistics and AI considered the use of ensemble methodology. This paper, review existing ensemble techniques and can be served as a tutorial for practitioners who are interested in building ensemble based systems.
| Publication language | English |
| Pages | 1-39 |
| Journal | Artificial Intelligence Review |
| Volume | 33 |
| Issue number | 1-2 |
| Publication status | Published - 01.02.2010 |
Keywords
Boosting
Classification
Ensemble of classifiers
Supervised learning
ASJC Scopus subject areas
Language and Linguistics
Linguistics and Language
Artificial Intelligence