Silhouettes and Quasi Residual Plots for Neural Nets and Tree-based Classifiers

DOI10.1080/10618600.2022.2050249OpenAlexW3166159904MaRDI QIDQ5057270

Peter J. Rousseeuw, Jakob Raymaekers

Publication date: 16 December 2022

Published in: Journal of Computational and Graphical Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2106.08814

zbMATH Keywords

supervised classificationmislabelingimage datatext analysislabel biasprobability of alternative class

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

• Silhouettes
• CRAN
• ElemStatLearn
• C4.5
• rpart.plot
• clusfind
• text2vec
• textclean

Cites Work

• Unnamed Item
• Silhouettes: a graphical aid to the interpretation and validation of cluster analysis
• Robust Locally Weighted Regression and Smoothing Scatterplots
• Finding Groups in Data
• Random forests

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