Datasets › pathbased
pathbased
pathbased is a 3-cluster data set. The data set consists of a circular cluster with an opening near the bottom and two Gaussian distributed clusters inside. Each cluster contains 100 data points.
Benchmarks archive 2025-07-28
All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Clustering Algorithms Evaluation | pathbased | CVDD Purity 0.977 | An Internal Validity Index Based on Density-Involved Distance | hulianyu/CVDD | 1 | Compare |
| Clustering Ensemble | pathbased | NegMM Purity 0.98 | Ensemble clustering based on evidence extracted from the... | zhongcaiming/clustering-ensemble | 1 | Compare |
Papers archive 2025-07-28
2 shown of 2 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 25. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Ensemble clustering based on evidence extracted from the co-association matrix | 1 | 1 | 1 Aug 2019 | not harvested |
| An Internal Validity Index Based on Density-Involved Distance | 1 | 1 | 22 Mar 2019 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Unknown
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- pathbased
1 variant name, as the archive lists them.
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