Chapter 4

Ensemble Learning

Abstract

In this chapter, we initially discuss the ensemble learning techniques from three aspects: ensemble learning algorithms, combining methods and diversity of ensemble learning. Furthermore, we are going to have the in-depth knowledge about unsupervised ensemble learning by discussing the consensus functions and objective functions of clustering ensemble approaches.

Keywords

Clustering Ensemble; Consensus Function; Ensemble Learning; Objective Function

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