OPTICS K-Xi Density-Based Clustering


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Documentation for package ‘opticskxi’ version 1.1.0

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%$% Magrittr pipe-with operator
%<>% Magrittr pipe-assign operator
%>% Magrittr pipe operator
contingency_table Contingency table
crohn Crohn's disease data
ensemble_metrics Compute ensemble metrics
ensemble_models Select models based on ensemble metrics
fortify_dimred Fortify a dimension reduction object
fortify_ica Get and fortify ICA
fortify_pca Get and fortify PCA
get_best_kxi Get best k-Xi model
ggpairs Plot multiple axes of a data frame or a fortified dimension reduction.
ggplot_kxi_metrics Ggplot OPTICS k-Xi metrics
ggplot_optics Ggplot optics
gtable_kxi_profiles Gtable OPTICS k-Xi distance profiles
hla The HLA data
multishapes A dataset containing clusters of multiple shapes
m_psychwords A dataset containing words by embeddings matrix
nice_palette Nice palette
opticskxi OPTICS k-Xi clustering algorithm
opticskxi_pipeline OPTICS k-Xi models comparison pipeline
print_table Print table
psych_kxi_ensemble_models Example pipeline for ensemble models
psych_kxi_pipeline Example pipeline for mental health natural language processing
residuals_table Residuals table