Optimization of classifier ensemble diversity
Ensemble diversity was investigated for 12 classifiers and 16 datasets using a generalization error and ambiguity decomposition of the model bias-variance relationship. Diversity was optimized using a genetic algorithm and particle swarm optimization. Classifiers with the greatest contrib...
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| Format: | Article |
| Language: | English |
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Academia.edu Journals
2024-07-01
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| Series: | Academia Molecular Biology and Genomics |
| Online Access: | https://www.academia.edu/122458962/Optimization_of_Classifier_Ensemble_Diversity |
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