https://github.com/nunofachada/elongated-clustering

Elongated 2D data for benchmarking clustering algorithms
https://github.com/nunofachada/elongated-clustering

cluster clustering-benchmark dataset datasets

Last synced: 21 days ago
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Elongated 2D data for benchmarking clustering algorithms

• Host: GitHub
• URL: https://github.com/nunofachada/elongated-clustering
• Owner: nunofachada
• License: other
• Created: 2014-04-29T10:18:28.000Z (over 10 years ago)
• Default Branch: main
• Last Pushed: 2023-07-17T20:10:12.000Z (over 1 year ago)
• Last Synced: 2024-10-28T04:59:15.899Z (2 months ago)
• Topics: cluster, clustering-benchmark, dataset, datasets
• Language: Jupyter Notebook
• Homepage:
• Size: 434 KB
• Stars: 0
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.txt

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README

        
# Elongated Clustering Data Sets

## Summary

The following 2D data sets were produced using the [generateData](https://github.com/nunofachada/generateData) script and used for clustering benchmarks in the following publication:

- Fachada, N., Figueiredo, M.A.T., Lopes, V.V., Martins, R.C., Rosa, A.C., [Spectrometric differentiation of yeast strains using minimum volume increase and minimum direction change clustering criteria](https://www.sciencedirect.com/science/article/pii/S0167865514000889), Pattern Recognition Letters, vol. 45, pp. 55-61 (2014), doi: https://doi.org/10.1016/j.patrec.2014.03.008

If you use these data sets in a publication please reference the above paper.

## Datasets

### S1

![S1](https://raw.githubusercontent.com/nunofachada/elongated-clustering/master/s1.svg "S1 data set")

### S2

![S2](https://raw.githubusercontent.com/nunofachada/elongated-clustering/master/s2.svg "S2 data set")

### S3

![S3](https://raw.githubusercontent.com/nunofachada/elongated-clustering/master/s3.svg "S3 data set")

### S4

![S4](https://raw.githubusercontent.com/nunofachada/elongated-clustering/master/s4.svg "S4 data set")

### S5

![S5](https://raw.githubusercontent.com/nunofachada/elongated-clustering/master/s5.svg "S5 data set")

### S6

![S6](https://raw.githubusercontent.com/nunofachada/elongated-clustering/master/s6.svg "S6 data set")

## License

- [CC BY 4.0](https://raw.githubusercontent.com/nunofachada/elongated-clustering/master/LICENSE.txt)