Projection Based Clustering


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Documentation for package ‘ProjectionBasedClustering’ version 1.1.0

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ProjectionBasedClustering-package Projection Based Clustering
CCA Curvilinear Component Analysis
DefaultColorSequence Default color sequence for plots
Delaunay4Points Adjacency matrix of the delaunay graph for BestMatches of Points
DijkstraSSSP Dijkstra SSSP
Hepta Hepta from FCPS
ICA Independent Component Analysis)
interactiveClustering GUI for interactive cluster analysis
interactiveGeneralizedUmatrixIsland GUI for cutting out an Island.
interactiveProjectionBasedClustering Interactive Projection-Based Clustering of [Thrun et al., 2020] based on [Thrun/Ultsch, 2017].
Isomap Isomap projection method
KruskalStress Kruskal stress calculation
MDS Classical multidimensional scaling (MDS)
NeRV NeRV projection
PCA Principal component analysis
PlotProjectedPoints Plot Projected Points
ProjectionBasedClustering automated Clustering approach of the Databonic swarm with abstact U distances
ProjectionPursuit Projection Pursuit
SammonsMapping Sammons Mapping
ShortestGraphPathsC Shortest GraphPaths = geodesic distances
tSNE T-distributed Stochastic Neighbor Embedding