Projection Based Clustering
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Documentation for package ‘ProjectionBasedClustering’ version 1.2.1
Help Pages
| ProjectionBasedClustering-package | Projection Based Clustering |
| CCA | Curvilinear Component Analysis (CCA) |
| ContTrustMeasure | Measure of trustworthiness and continuity for projection |
| 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 | Rank-based smoothed precision/recall measure for projection. |
| 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 |