Index

C

check_bool() (in module metacluster.utils.validator) check_float() (in module metacluster.utils.validator) check_int() (in module metacluster.utils.validator) check_str() (in module metacluster.utils.validator)

check_tuple_float() (in module metacluster.utils.validator) check_tuple_int() (in module metacluster.utils.validator) compute_all_methods() (in module metacluster.utils.cluster) compute_gap_statistic() (in module metacluster.utils.cluster) compute_Wk() (in module metacluster.utils.cluster)

D

Data (class in metacluster.utils.data_loader)

E

execute() (metacluster.metacluster.MetaCluster method)

export_boxplot_figures() (in module metacluster.utils.visualize_util) export_convergence_figures() (in module metacluster.utils.visualize_util)

F

FILENAME_CONVERGENCES (metacluster.metacluster.MetaCluster attribute) FILENAME_LABELS (metacluster.metacluster.MetaCluster attribute) FILENAME_METRICS (metacluster.metacluster.MetaCluster attribute)

FILENAME_METRICS_MEAN (metacluster.metacluster.MetaCluster attribute) FILENAME_METRICS_STD (metacluster.metacluster.MetaCluster attribute) fit() (metacluster.utils.encoder.LabelEncoder method) fit_transform() (metacluster.utils.encoder.LabelEncoder method)

G

get_all_clustering_metrics() (in module metacluster.utils.cluster) get_clusters_all_majority() (in module metacluster.utils.cluster) get_clusters_all_max() (in module metacluster.utils.cluster) get_clusters_all_mean() (in module metacluster.utils.cluster) get_clusters_all_min() (in module metacluster.utils.cluster) get_clusters_by_bic() (in module metacluster.utils.cluster) get_clusters_by_calinski_harabasz() (in module metacluster.utils.cluster) get_clusters_by_davies_bouldin() (in module metacluster.utils.cluster)

get_clusters_by_elbow() (in module metacluster.utils.cluster) get_clusters_by_gap_statistic() (in module metacluster.utils.cluster) get_clusters_by_silhouette_score() (in module metacluster.utils.cluster) get_dataset() (in module metacluster.utils.data_loader) get_metrics() (metacluster.utils.mealpy_util.KCentersClusteringProblem method) get_model() (metacluster.utils.mealpy_util.KMeansParametersProblem method) get_name() (metacluster.utils.data_loader.Data method) get_support() (metacluster.metacluster.MetaCluster static method) get_y_pred() (metacluster.utils.mealpy_util.KCentersClusteringProblem static method)

H

HYPHEN_SYMBOL (metacluster.metacluster.MetaCluster attribute)

I

inverse_transform() (metacluster.utils.encoder.LabelEncoder method)

is_in_bound() (in module metacluster.utils.validator) is_str_in_list() (in module metacluster.utils.validator)

K

KCentersClusteringProblem (class in metacluster.utils.mealpy_util)

KMeansParametersProblem (class in metacluster.utils.mealpy_util)

L

LabelEncoder (class in metacluster.utils.encoder)

M

MetaCluster (class in metacluster.metacluster) metacluster.metacluster module metacluster.utils.cluster module metacluster.utils.data_loader module metacluster.utils.encoder module metacluster.utils.io_util module metacluster.utils.mealpy_util module

metacluster.utils.validator module metacluster.utils.visualize_util module module metacluster.metacluster metacluster.utils.cluster metacluster.utils.data_loader metacluster.utils.encoder metacluster.utils.io_util metacluster.utils.mealpy_util metacluster.utils.validator metacluster.utils.visualize_util

O

obj_func() (metacluster.utils.mealpy_util.KCentersClusteringProblem method) (metacluster.utils.mealpy_util.KMeansParametersProblem method)

S

save_boxplots() (metacluster.metacluster.MetaCluster method) save_convergences() (metacluster.metacluster.MetaCluster method) scale() (metacluster.utils.data_loader.Data static method)

set_train_test() (metacluster.utils.data_loader.Data method) split_train_test() (metacluster.utils.data_loader.Data method) SUPPORT (metacluster.metacluster.MetaCluster attribute) (metacluster.utils.data_loader.Data attribute)

T

transform() (metacluster.utils.encoder.LabelEncoder method)

W

write_dict_to_csv() (in module metacluster.utils.io_util)