Fast and Robust Hierarchical Clustering with Noise Points
Detection
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Documentation for package ‘genieclust’ version 1.1.3
Help Pages
| genieclust-package | The Genie Hierarchical Clustering Algorithm (with Extras) |
| adjusted_asymmetric_accuracy | External Cluster Validity Measures and Pairwise Partition Similarity Scores |
| adjusted_fm_score | External Cluster Validity Measures and Pairwise Partition Similarity Scores |
| adjusted_mi_score | External Cluster Validity Measures and Pairwise Partition Similarity Scores |
| adjusted_rand_score | External Cluster Validity Measures and Pairwise Partition Similarity Scores |
| bonferroni_index | Inequity (Inequality) Measures |
| calinski_harabasz_index | Internal Cluster Validity Measures |
| cluster_validity | Internal Cluster Validity Measures |
| compare_partitions | External Cluster Validity Measures and Pairwise Partition Similarity Scores |
| devergottini_index | Inequity (Inequality) Measures |
| dunnowa_index | Internal Cluster Validity Measures |
| emst_mlpack | Euclidean Minimum Spanning Tree |
| fm_score | External Cluster Validity Measures and Pairwise Partition Similarity Scores |
| gclust | Hierarchical Clustering Algorithm Genie |
| gclust.default | Hierarchical Clustering Algorithm Genie |
| gclust.dist | Hierarchical Clustering Algorithm Genie |
| gclust.mst | Hierarchical Clustering Algorithm Genie |
| generalised_dunn_index | Internal Cluster Validity Measures |
| genie | Hierarchical Clustering Algorithm Genie |
| genie.default | Hierarchical Clustering Algorithm Genie |
| genie.dist | Hierarchical Clustering Algorithm Genie |
| genie.mst | Hierarchical Clustering Algorithm Genie |
| genieclust | The Genie Hierarchical Clustering Algorithm (with Extras) |
| gini_index | Inequity (Inequality) Measures |
| inequity | Inequity (Inequality) Measures |
| mi_score | External Cluster Validity Measures and Pairwise Partition Similarity Scores |
| mst | Minimum Spanning Tree of the Pairwise Distance Graph |
| mst.default | Minimum Spanning Tree of the Pairwise Distance Graph |
| mst.dist | Minimum Spanning Tree of the Pairwise Distance Graph |
| negated_ball_hall_index | Internal Cluster Validity Measures |
| negated_davies_bouldin_index | Internal Cluster Validity Measures |
| negated_wcss_index | Internal Cluster Validity Measures |
| normalized_accuracy | External Cluster Validity Measures and Pairwise Partition Similarity Scores |
| normalized_confusion_matrix | External Cluster Validity Measures and Pairwise Partition Similarity Scores |
| normalized_mi_score | External Cluster Validity Measures and Pairwise Partition Similarity Scores |
| normalizing_permutation | External Cluster Validity Measures and Pairwise Partition Similarity Scores |
| pair_sets_index | External Cluster Validity Measures and Pairwise Partition Similarity Scores |
| rand_score | External Cluster Validity Measures and Pairwise Partition Similarity Scores |
| silhouette_index | Internal Cluster Validity Measures |
| silhouette_w_index | Internal Cluster Validity Measures |
| wcnn_index | Internal Cluster Validity Measures |