Constructing Hierarchical Voronoi Tessellations and Overlay Heatmaps for Data Analysis

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Documentation for package ‘HVT’ version 24.9.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

clustHVT	Performing Hierarchical Clustering Analysis
displayTable	Table for displaying summary
edaPlots	plots for data analysis
getTransitionProbability	Creating Transition Probabilities list
plotAnimatedFlowmap	Generating flow maps and animations based on transition probabilities
plotHVT	Plot the hierarchical tessellations.
plotModelDiagnostics	Make the diagnostic plots for hierarchical voronoi tessellations
plotNovelCells	Plot the identified outlier cell(s) in the voronoi tessellation map.
plotQuantErrorHistogram	Make the quantization error plots for training and scoring.
plotStateTransition	Creating State Transition Plot
reconcileTransitionProbability	Reconciliation of Transition Probability
removeNovelty	Remove identified novelty cell(s)
scoreHVT	Score which cell each point in the test dataset belongs to.
scoreLayeredHVT	Score which cell and what layer each data point in the test dataset belongs to
trainHVT	Constructing Hierarchical Voronoi Tessellations