VisRuler: Visual Analytics for Extracting Decision Rules from Bagged and
Boosted Decision Trees

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VisRuler: Visual Analytics for Extracting Decision Rules from Bagged and Boosted Decision Trees

1 December 2021

Angelos Chatzimparmpas

Rafael M. Martins

Andreas Kerren

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Papers citing "VisRuler: Visual Analytics for Extracting Decision Rules from Bagged and Boosted Decision Trees"

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Title
iGAiVA: Integrated Generative AI and Visual Analytics in a Machine Learning Workflow for Text Classification Yuanzhe Jin Adrian Carrasco-Revilla Min Chen VLM 110 1 0 24 Sep 2024
DeforestVis: Behavior Analysis of Machine Learning Models with Surrogate Decision Stumps Angelos Chatzimparmpas Rafael M. Martins A. Telea Andreas Kerren 74 3 0 31 Mar 2023
TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive Visualization Zijie J. Wang Chudi Zhong Rui Xin Takuya Takagi Zhi Chen Duen Horng Chau Cynthia Rudin Margo Seltzer 68 16 0 19 Sep 2022
HardVis: Visual Analytics to Handle Instance Hardness Using Undersampling and Oversampling Techniques Angelos Chatzimparmpas F. Paulovich Andreas Kerren 52 8 0 29 Mar 2022
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.3K 17,197 0 16 Feb 2016