ProjectionBasedClustering-package |
Projection Based Clustering |
CCA |
Curvilinear Component Analysis (CCA) |
ContTrustMeasure |
continuity and trustworthiness |
DefaultColorSequence |
Default color sequence for plots |
Delaunay4Points |
Adjacency matrix of the delaunay graph for BestMatches of Points |
DijkstraSSSP |
Dijkstra SSSP |
Hepta |
Hepta is part of the Fundamental Clustering Problem Suit (FCPS) [Thrun/Ultsch, 2020]. |
ICA |
Independent Component Analysis (ICA) |
interactiveClustering |
GUI for interactive cluster analysis |
interactiveGeneralizedUmatrixIsland |
GUI for cutting out an Island. |
interactiveProjectionBasedClustering |
Interactive Projection-Based Clustering (IPBC) |
IPBC |
Interactive Projection-Based Clustering (IPBC) |
Isomap |
Isomap |
KLMeasure |
Smoothed Precision and Recall |
KruskalStress |
Kruskal stress calculation |
MDS |
Multidimensional Scaling (MDS) |
NeRV |
Neighbor Retrieval Visualizer (NeRV) |
PCA |
Principal Component Analysis (PCA) |
PlotProjectedPoints |
Plot Projected Points |
PolarSwarm |
Polar Swarm (Pswarm) |
Projection2Bestmatches |
Projection to Bestmatches |
ProjectionBasedClustering |
Automatic Projection-based Clustering (PBC) [Thrun/Ultsch, 2020] |
ProjectionPursuit |
Projection Pursuit |
SammonsMapping |
Sammons Mapping |
ShortestGraphPathsC |
Shortest GraphPaths = geodesic distances |
tSNE |
T-distributed Stochastic Neighbor Embedding (t-SNE) |
UniformManifoldApproximationProjection |
Uniform Manifold Approximation and Projection |