ליאור רוקח

אקדמי בכיר

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.

שפת פרסום אנגלית
דפים 1-39
כתב עת Artificial Intelligence Review
כרך 33
נושא מספר 1-2
סטטוס פרסום פורסם - 01.02.2010

Keywords

Boosting
Classification
Ensemble of classifiers
Supervised learning

ASJC Scopus subject areas

Language and Linguistics
Linguistics and Language
Artificial Intelligence
גישה למסמך
10.1007/s10462-009-9124-7
קבצים וקישורים אחרים
Link to publication in Scopus