augment.cluster_fit |
Augment data with predictions |
cluster_fit |
Model Fit Object Information |
cluster_metric_set |
Combine metric functions |
cluster_spec |
Model Specification Information |
control_cluster |
Control the fit function |
cut_height |
Cut Height |
extract-tidyclust |
Extract elements of a tidyclust model object |
extract_centroids |
Extract clusters from model |
extract_cluster_assignment |
Extract cluster assignments from model |
extract_fit_engine.cluster_fit |
Extract elements of a tidyclust model object |
extract_fit_summary |
S3 method to get fitted model summary info depending on engine |
extract_parameter_set_dials.cluster_spec |
Extract elements of a tidyclust model object |
finalize_model_tidyclust |
Splice final parameters into objects |
finalize_workflow_tidyclust |
Splice final parameters into objects |
fit.cluster_spec |
Fit a Model Specification to a Data Set |
fit_xy.cluster_spec |
Fit a Model Specification to a Data Set |
get_centroid_dists |
Computes distance from observations to centroids |
glance.cluster_fit |
Construct a single row summary "glance" of a model, fit, or other object |
hier_clust |
Hierarchical (Agglomerative) Clustering |
k_means |
K-Means |
linkage_method |
The agglomeration Linkage method |
min_grid.cluster_spec |
Determine the minimum set of model fits |
new_cluster_metric |
Construct a new clustering metric function |
predict.cluster_fit |
Model predictions |
predict_raw.cluster_fit |
Model predictions |
prep_data_dist |
Prepares data and distance matrices for metric calculation |
reconcile_clusterings_mapping |
Relabels clusters to match another cluster assignment |
set_args.cluster_spec |
Change arguments of a cluster specification |
set_engine.cluster_spec |
Change engine of a cluster specification |
set_mode.cluster_spec |
Change mode of a cluster specification |
silhouette |
Measures silhouette between clusters |
silhouette_avg |
Measures average silhouette across all observations |
silhouette_avg.cluster_fit |
Measures average silhouette across all observations |
silhouette_avg.cluster_spec |
Measures average silhouette across all observations |
silhouette_avg.workflow |
Measures average silhouette across all observations |
silhouette_avg_vec |
Measures average silhouette across all observations |
sse_ratio |
Compute the ratio of the WSS to the total SSE |
sse_ratio.cluster_fit |
Compute the ratio of the WSS to the total SSE |
sse_ratio.cluster_spec |
Compute the ratio of the WSS to the total SSE |
sse_ratio.workflow |
Compute the ratio of the WSS to the total SSE |
sse_ratio_vec |
Compute the ratio of the WSS to the total SSE |
sse_total |
Compute the total sum of squares |
sse_total.cluster_fit |
Compute the total sum of squares |
sse_total.cluster_spec |
Compute the total sum of squares |
sse_total.workflow |
Compute the total sum of squares |
sse_total_vec |
Compute the total sum of squares |
sse_within |
Calculates Sum of Squared Error in each cluster |
sse_within_total |
Compute the sum of within-cluster SSE |
sse_within_total.cluster_fit |
Compute the sum of within-cluster SSE |
sse_within_total.cluster_spec |
Compute the sum of within-cluster SSE |
sse_within_total.workflow |
Compute the sum of within-cluster SSE |
sse_within_total_vec |
Compute the sum of within-cluster SSE |
tidy.cluster_fit |
Turn a tidyclust model object into a tidy tibble |
tidyclust_update |
Update a cluster specification |
translate_tidyclust |
Resolve a Model Specification for a Computational Engine |
translate_tidyclust.default |
Resolve a Model Specification for a Computational Engine |
tune_cluster |
Model tuning via grid search |
tune_cluster.cluster_spec |
Model tuning via grid search |
tune_cluster.workflow |
Model tuning via grid search |
update.hier_clust |
Update a cluster specification |
update.k_means |
Update a cluster specification |
values_linkage_method |
The agglomeration Linkage method |