Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Two ensemble methods, bagging and boosting, re investigated for improving algorithm performance. The authors' results confirmed the theoretical explanation of L. Breiman (1996) that bagging improves unstable, but not stable, learning algorithms. While boosting enhanced accuracy of a ak learner, its behavior is subject to the characteristics of each learning algorithm.
['Jonathan Cheung-Wai Chan', 'Chengquan Huang', 'Ruth S. DeFries']
I am writing a research paper on a idea Enhanced algorithm performance for land cover classification from remotely sensed data using bagging and boosting
[{"from": "human", "value": "I am writing a research paper on a idea Enhanced algorithm performance for land cover classification from remotely sensed data using bagging and boosting"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Two ensemble methods, bagging and boosting, re investigated for improving algorithm performance. The authors' results confirmed the theoretical explanation of L. Breiman (1996) that bagging improves unstable, but not stable, learning algorithms. While boosting enhanced accuracy of a ak learner, its behavior is subject to the characteristics of each learning algorithm."}]