All functions |
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Consensus Clustering and Proportion of Ambiguously Clustered Pairs |
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Element-Wise Average Agreement Between a Set of Clusterings |
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Element-Wise Consistency Between a Set of Clusterings |
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The Element-Centric Clustering Similarity |
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The Element-Centric Clustering Similarity for each Element |
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Pairwise Comparison of Clusterings |
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Graph Clustering Method Stability |
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Evaluate Feature Set Stability |
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Relationship Between Nearest Neighbors and Connected Components |
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Assess Graph Building Parameters |
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Evaluate Stability Across Resolution, Number of Neighbors, and Graph Type |
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Cell-Wise Marker Gene Overlap |
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Merge Partitions |
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PAC Convergence Plot |
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PAC Landscape Plot |
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Clustering Method Stability Boxplot |
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Clustering Method Stability Facet Plot |
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Relationship Between Number of Nearest Neighbors and Graph Connectivity |
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Feature Stability Boxplot |
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Feature Stability - EC Consistency Facet Plot |
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Feature Stability Incremental Boxplot |
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Feature Stability - Cluster Membership Facet Plot |
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Relationship Between the Number of Clusters and the Number of Unique Partitions |
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Correspondence Between Resolution and the Number of Clusters |
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Graph construction parameters - ECC facet |
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Relationship Between Number of Nearest Neighbors and Number of Clusters |