Man pages for bwrc/corecluster-r
Core clustering of datasets.
| calculate_stats_light | Calculate statistics for a core clustering experiment |
| clusterfunc_rf | Cluster (classify) a dataset x into its constituent clusters... |
| clusterfunc_svm | Cluster (classify) a dataset x into its constituent clusters... |
| cluster_hclust | Return cluster indices using hierarchical clustering. |
| cluster_kmeanspp | Return cluster indices using kmeans++. |
| clusters_from_cliques | Get the clusters from the cliques |
| cluster_tclust | Cluster a dataset x into k clusters using tclust |
| cluster_tkmeans | Cluster a dataset x into k clusters using tkmeans |
| confusion_matrix_to_latex | Given a list of algorithm names and two lists with results,... |
| co_occurrence | A helper function for that determines if two data items x1... |
| co_occurrence_prob_all | Estimate all co-occurence probabilities Pij using bootstrap... |
| co_occurrence_prob_single_parallel | Estimate co-occurence probability Pij of two data items x1... |
| core_clustering | Core clustering. |
| dataset_specs | Get the specifications of a dataset |
| find_core_clusters | Determine the core clusters |
| find_largest_clique | Find the largest clique in the graph g |
| fix_alg_name | Fix the names of clustering algorithms |
| fix_clusters | Match clusterings given a template using the Hungarian... |
| get_agreement | Get the running time of a core clustering experiment |
| get_confusion_matrix | Make a confusion matrix of the core clustering agreement for... |
| get_data_kdd | Load the KDD Cup 1999 dataset |
| get_dataset_synthetic | Get the synthetic dataset |
| get_data_synthetic | Get synthetic data |
| get_reslist | Read results from experiments and return them as a list |
| get_running_time | Get the running time of a core clustering experiment |
| get_symbol_vector | Get a list of symbols given the clusters. |
| kmeanspp | K-means++ algorithm. |
| kmeansppcenters | Find initial kmeans++ centroids. |
| kmeansppn | Run the k-means++ algorithm n times and return the solution... |
| load_kdd_cup_1999_data | Load the KDD Cup 1999 dataset |
| make_cfmat_string | Helper function to generate a string for a results table |
| make_experiment | Run a core clustering experiment on a dataset. |
| match_clusters | Match two clusterings using the Hungarian algorithm. |
| match_clusters_core | Match core clusterings using the Hungarian algorithm. |
| plot_and_save_reslist | Plot (and optionally save) a list of result structures, one... |
| plot_data | Plot the data |
| plot_reslist | Plot (and optionally save) a list of result structures,... |
| plot_result | Plot (and optionally save) a result structure |
| purity | Calculate the purity of a clustering |
| read_res | Read a result structure from core clustering |
| read_result | Read results from core clustering experiments stored in rds... |
| read_result_set | Read results from a filename and return the results as a... |
| read_uci_dataset | Read UCI datasets |
| res_to_mat | Create a matrix of results given a result structure. |
| special_table | Create a results table in latex format given the name of a... |
