Clustering benchmark datasets

kaggle2018-02-12 更新2024-03-07 收录

下载链接：

https://www.kaggle.com/datasets/vasopikof/clustering-benchmark-datasets

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资源简介：

2D dataset with label

创建时间：

2018-02-12

"some benchmark datasets for clustering"

"Pathbased\uff1bAggregation\uff1bR15\uff1bBanana\uff1bCMC\uff1bS1\uff1bMC\uff1bPearl\uff1bCth3\uff1bThreeCircles\uff1bTwoCluster\uff1bTwoMoons\uff1bD2\uff1bLs3"

DataCite Commons2025-04-29 更新10

some benchmark datasets for clustering

Pathbased\uff1bAggregation\uff1bR15\uff1bBanana\uff1bCMC\uff1bS1\uff1bMC\uff1bPearl\uff1bCth3\uff1bThreeCircles\uff1bTwoCluster\uff1bTwoMoons\uff1bD2\uff1bLs3

IEEE10

Clustering performance on benchmark datasets.

Graph neural networks (GNNs) have shown great promise for representation learning on complex graph-structured data, but existing models often fall short when applied to directed heterogeneous graphs.

Figshare2025-07-01 更新00

Benchmarks datasets for cluster analysis

25 simulated datasets generated by either Gaussian or Uniform distributions

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Benchmarking datasets for scMINER clustering analysis

Here are the 13 datasets used in the clustering benchmark of MICA (https://github.com/jyyulab/MICA), the cell clustering engine of scMINER(https://github.com/jyyulab/scMINER). The first 10 datasets (Y

Zenodo2025-03-17 更新30