Sanity Check for External Clustering Validation Benchmarks using
Internal Validation Measures

Sanity Check for External Clustering Validation Benchmarks using Internal Validation Measures

20 September 2022

Michaël Aupetit

Seokhyeon Park

Jinwook Seo

Papers citing "Sanity Check for External Clustering Validation Benchmarks using Internal Validation Measures"

5 / 5 papers shown

Title
A State-Vector Framework for Dataset Effects E. Sahak Zining Zhu Frank Rudzicz 28 1 0 17 Oct 2023
CLAMS: A Cluster Ambiguity Measure for Estimating Perceptual Variability in Visual Clustering Hyeon Jeon Ghulam Jilani Quadri Hyunwoo Lee Paul Rosen D. Szafir Jinwook Seo 16 13 0 01 Aug 2023
ZADU: A Python Library for Evaluating the Reliability of Dimensionality Reduction Embeddings Hyeon Jeon Aeri Cho Jinhwa Jang S. Lee Jake Hyun Hyung-Kwon Ko Jaemin Jo Jinwook Seo 17 10 0 01 Aug 2023
Classes are not Clusters: Improving Label-based Evaluation of Dimensionality Reduction Hyeon Jeon Yun-Hsin Kuo Michaël Aupetit Kwan-Liu Ma Jinwook Seo 22 6 0 01 Aug 2023
$Understanding Dataset Difficulty with $\mathcal{V}$-Usable Information$ Understanding Dataset Difficulty with $\mathcal{V}$ -Usable Information Kawin Ethayarajh Yejin Choi Swabha Swayamdipta 161 157 0 16 Oct 2021