sum_score | R Documentation |

Calculate Sscore and Dscore for iterative optimization.

sum_score(score, cs, aris)

`score` |
A dataframe containing adjusted rand indexes between the refined clustering results (resulted from t-SNE or UMAP-Kmeans procedures) and the clustering results in the selected subspaces. Required. |

`cs` |
Indexes of selected subspaces. Required. |

`aris` |
A dataframe containing ARI values among effective subspaces. Required. |

Sscore and Dscore calculation for optimization

A list containing Sscore, suggested dimensional reduction method, number of effective subspaces and average ARI values used in Dscore calculation.

data("score") data("cs") data("aris") score_sug=sum_score(score, cs, aris)

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