OPTICS K-Xi Density-Based Clustering
Ggplot optics
Gtable OPTICS k-Xi distance profiles
Nice palette
Contingency table
Fortify a dimension reduction object
Get and fortify ICA
Get and fortify PCA
Get best k-Xi model
Plot multiple axes of a data frame or a fortified dimension reduction.
Ggplot OPTICS k-Xi metrics
OPTICS k-Xi clustering algorithm
OPTICS k-Xi models comparison pipeline
Magrittr pipe-assign operator
Magrittr pipe-with operator
Magrittr pipe operator
Print table
Residuals table
Provides a novel density-based cluster extraction method, OPTICS k-Xi, and a framework to compare k-Xi models using distance-based metrics to investigate datasets with unknown number of clusters.