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SigCat

The source code of "Significance-Based Categorical Data Clustering"

SigCat methods contain the following .m files:

  • Significance-based objective function: SRS.m
  • K-SigCat: SigCat.m, minMC_SRS.m, SRS_init.m, SRS_update.m
  • Calculate an empirical p-value: Calculate_pvalue.m
  • Estimated number of categorical clusters: mGap.m

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Significance-Based Categorical Data Clustering (2022) https://arxiv.org/abs/2211.03956

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