Man pages for ConsensusClustering
Consensus Clustering
| adj_conv | Convert adjacency function to the affinity matrix |
| adj_mat | Covert data matrix to adjacency matrix |
| cc_cluster_count | Count the number of clusters based on stability score. |
| cluster_relabel | Relabeling clusters based on cluster similarities |
| coCluster_matrix | Calculate the Co-cluster matrix for a given set of clustering... |
| connectivity_matrix | Build connectivity matrix |
| consensus_matrix | Calculate consensus matrix for data perturbation consensus... |
| consensus_matrix_data_prtrb | Calculate consensus matrix for data perturbation consensus... |
| consensus_matrix_multiview | Calculate consensus matrix for multi-data consensus... |
| gaussian_clusters | Generate clusters of data points from Gaussian distribution... |
| gaussian_clusters_with_param | Generate clusters of data points from Gaussian distribution... |
| gaussian_mixture_clusters | Generate clusters of data points from Gaussian-mixture-model... |
| generate_data_prtrb | Generation mechanism for data perturbation consensus... |
| generate_gaussian_data | Generate a set of data points from Gaussian distribution |
| generate_method_prtrb | Multiple method generation |
| generate_multiview | Multiview generation |
| hir_clust_from_adj_mat | Hierarchical clustering from adjacency matrix |
| indicator_matrix | Build indicator matrix |
| label_similarity | Similarity between different clusters |
| Logit | Logit function |
| majority_voting | Consensus mechanism based on majority voting |
| multi_cluster_gen | Multiple cluster generation |
| multi_kmeans_gen | Multiple K-means generation |
| multi_pam_gen | Multiple PAM (K-medoids) generation |
| multiview_cluster_gen | Multiview cluster generation |
| multiview_clusters | Generate multiview clusters from Gaussian distributions with... |
| multiview_kmeans_gen | Multiview K-means generation |
| multiview_pam_gen | Multiview PAM (K-medoids) generation |
| pam_clust_from_adj_mat | PAM (k-medoids) clustering from adjacency matrix |
| spect_clust_from_adj_mat | Spectral clustering from adjacency matrix |
