Seeing the Forest Through the Trees: Learning a Comprehensible Model from an Ensemble

Author:

Van Assche Anneleen,Blockeel Hendrik

Publisher

Springer Berlin Heidelberg

Cited by 34 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Ad Click-Through Rate Prediction: A Comparative Study of Machine Learning Models;2024 International Conference on Emerging Systems and Intelligent Computing (ESIC);2024-02-09

2. Decision Predicate Graphs: Enhancing Interpretability in Tree Ensembles;Communications in Computer and Information Science;2024

3. Fidex: An Algorithm for the Explainability of Ensembles and SVMs;Lecture Notes in Computer Science;2024

4. Properly learning decision trees with queries is NP-hard;2023 IEEE 64th Annual Symposium on Foundations of Computer Science (FOCS);2023-11-06

5. Accuracy of Comparison Random Forest, Gradient Boosting Tree, Decision Tree, and Naïve Bayes Algorithms in Predicting the Size of Companies Where Data Scientist Works;2023 5th International Conference on Cybernetics and Intelligent System (ICORIS);2023-10-06

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