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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

Angelos Chatzimparmpas
Rafael M. Martins
Andreas Kerren
ArXiv (abs)PDFHTML

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

5 / 5 papers shown
Title
iGAiVA: Integrated Generative AI and Visual Analytics in a Machine Learning Workflow for Text Classification
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
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
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
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
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
Marco Tulio Ribeiro
Sameer Singh
Carlos Guestrin
FAttFaML
1.3K
17,197
0
16 Feb 2016