CJT-DEO: Condorcet's Jury Theorem and Differential Evolution Optimization based ensemble of deep neural networks for pulmonary and Colorectal cancer classification

Gaurav Srivastava, Aninditaa Chauhan, Nitesh Pradhan

Abstract: Highlights•Majority voting based on Condorcet’s Jury Theorem.•Deep feature extraction using various pre-trained networks.•Novel method to assign weights to the base learners in an ensemble model.•A meta-heuristic-based optimization — Differential Evolution.•Condorcet’s Jury Theorem demonstration in neural networks.