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Online Adaptive Decision Trees
Neural Computation, 2004Decision trees and neural networks are widely used tools for pattern classification. Decision trees provide highly localized representation, whereas neural networks provide a distributed but compact representation of the decision space. Decision trees cannot be induced in the online mode, and they are not adaptive to changing environment, whereas ...
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An Extended Idea about Decision Trees
2019 International Conference on Computational Science and Computational Intelligence (CSCI), 2019Decision trees have been widely recognized as a data mining and machine learning methodology that receives a set of attribute values as the input and generates a Boolean decision as the output.
Feng-Jen Yang
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Recent advances in decision trees: an updated survey
Artificial Intelligence Review, 2022VinÃcius G. Costa, C. E. Pedreira
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Decision trees and random forests.
American Journal of Orthodontics and Dentofacial Orthopedics, 2023Thijs Becker +4 more
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Decision trees within a molecular memristor
Nature, 2021Sreetosh Goswami +9 more
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Credit scoring based on tree-enhanced gradient boosting decision trees
Expert systems with applications, 2021Wan'an Liu, Hong Fan, Meng Xia
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Avoiding Overfitting of Decision Trees
Principles of Data Mining, 2020M. Bramer
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