Chapter 4

Ensemble Learning


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.


Clustering Ensemble; Consensus Function; Ensemble Learning; Objective Function

Get Temporal Data Mining via Unsupervised Ensemble Learning now with O’Reilly online learning.

O’Reilly members experience live online training, plus books, videos, and digital content from 200+ publishers.