ModelWise: Interactive Model Comparison for Model Diagnosis, Improvement and Selection
Author:
Affiliation:
1. Department of Mathematics and Computer Science Eindhoven University of Technology The Netherlands
Publisher
Wiley
Subject
Computer Graphics and Computer-Aided Design
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1111/cgf.14525
Reference47 articles.
1. Visual Methods for Analyzing Probabilistic Classification Data
2. ChenD. BellamyR. K. E. MalkinP. K. EricksonT.: Diagnostic visualization for non-expert machine learning practitioners: A design study. In2016 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)(2016) pp.87–95. doi:10.1109/VLHCC.2016.7739669. 4
3. CabreraA. A. EppersonW. HohmanF. KahngM. MorgensternJ. ChauD. H.: Fairvis: Visual analytics for discovering intersectional bias in machine learning. In2019 IEEE Conference on Visual Analytics Science and Technology (VAST)(2019) pp.46–56. doi:10.1109/VAST47406.2019.8986948. 3
4. The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations
5. StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics
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