Man pages for T4cluster
Tools for Cluster Analysis
| compare.adjrand | (+) Adjusted Rand Index |
| compare.rand | (+) Rand Index |
| dpmeans | DP-Means Clustering |
| EKSS | Ensembles of K-Subspaces |
| funhclust | Functional Hierarchical Clustering |
| funkmeans03A | Functional K-Means Clustering by Abraham et al. (2003) |
| gen3S | Generate from Three 5-dimensional Subspaces in... |
| genDONUTS | Generate Nested Donuts |
| genLP | Generate Line and Plane Example with Fixed Number of... |
| genSMILEY | Generate SMILEY Data |
| gmm | Finite Gaussian Mixture Model |
| gmm03F | Ensemble of Gaussian Mixtures with Random Projection |
| gmm11R | Regularized GMM by Ruan et al. (2011) |
| gmm16G | Weighted GMM by Gebru et al. (2016) |
| gskmeans | Geodesic Spherical K-Means |
| household | Load 'household' data |
| kmeans | K-Means Clustering |
| kmeans18B | K-Means Clustering with Lightweight Coreset |
| kmeanspp | K-Means++ Clustering |
| LRR | Low-Rank Representation |
| LRSC | Low-Rank Subspace Clustering |
| LSR | Least Squares Regression |
| MSM | Bayesian Mixture of Subspaces of Different Dimensions |
| pcm | Compute Pairwise Co-occurrence Matrix |
| predict.MSM | S3 method to predict class label of new data with 'MSM'... |
| psm | Compute Posterior Similarity Matrix |
| sc05Z | Spectral Clustering by Zelnik-Manor and Perona (2005) |
| sc09G | Spectral Clustering by Gu and Wang (2009) |
| sc10Z | Spectral Clustering by Zhang et al. (2010) |
| sc11Y | Spectral Clustering by Yang et al. (2011) |
| sc12L | Spectral Clustering by Li and Guo (2012) |
| scNJW | Spectral Clustering by Ng, Jordan, and Weiss (2002) |
| scSM | Spectral Clustering by Shi and Malik (2000) |
| scUL | Spectral Clustering with Unnormalized Laplacian |
| spkmeans | Spherical K-Means Clustering |
| SSC | Sparse Subspace Clustering |
| SSQP | Subspace Segmentation via Quadratic Programming |
