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Decision concept lattice vs. decision trees and random forests

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Publication:2117142
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DOI10.1007/978-3-030-77867-5_16OpenAlexW3176713886MaRDI QIDQ2117142

Sergei O. Kuznetsov, Egor Dudyrev

Publication date: 21 March 2022

Full work available at URL: https://arxiv.org/abs/2106.00387


zbMATH Keywords

decision treesconcept latticerandom forest


Mathematics Subject Classification ID

Knowledge representation (68T30)


Related Items (3)

Generalized decision directed acyclic graphs for classification tasks ⋮ Conceptual views on tree ensemble classifiers ⋮ Description quivers for compact representation of concept lattices and ensembles of decision trees


Uses Software

  • GitHub
  • CatBoost


Cites Work

  • Unnamed Item
  • Unnamed Item
  • On interestingness measures of formal concepts
  • Two FCA-Based Methods for Mining Gene Expression Data
  • RESTRUCTURING LATTICE THEORY: AN APPROACH BASED ON HIERARCHIES OF CONCEPTS
  • Inducing decision trees via concept lattices1
  • Comparing performance of algorithms for generating concept lattices
  • Concept Lattices
  • Random forests


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