CHAPTER 31

OWEC: Optimised Weighted Ensemble Classifier Using Particle Swarm Optimisation

Syed Fahim Karim1 and Ayan Kumar Panja2

Institute of Engineering & Management, Kolkata, India.

1fkarim6@gmail.com, 2ayanpanja1992@gmail.com

ABSTRACT: Machine learning is the process of teaching computers to learn from data and think like humans. Ensemble learning is a process by which multiple machine learning models can be combined strategically to solve a problem. In this subject, a new approach is proposed to find the optimal weights for a weighted ensemble classifier. The optimised weights can be found using an optimiser. Normally, grid search is used to find the optimal weights for the ensemble model. This subject proposes a new approach, Optimised ...

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