 activation | ACTIVATION Obtain activation maps |
| bproj | BPROJ Backward Projection using the SOM |
| bsom | BSOM Train a SOM using the batch SOM training algorithm |
| clouddata | CLOUDDATA Generates clouds of points for testing algorithms |
| contents | UNIOVISOM Toolbox |
| correlationmatrix | CORRELATIONMATRIX Interactive plot of correlation matrix |
| datagrid | DATAGRID Generates points of an N-D grid with specified limits |
| demo001 | DEMO001 a simple example of som training |
| demo002 | DEMO002 A 3D SOM example |
| demo_grnn_1D | DEMO_GRNN_1D Example of 1D GRNN regression |
| demo_grnn_2D | DEMO_GRNN_2D Example of 2D GRNN regression |
| demoresiduals | DEMORESIDUALS classification of motor condition using residuals and grnn |
| excar | EXCAR Feature extraction using band frequency analysis |
| fcms | FUZZY C-MEANS: Fuzzy c-means algorithm for unsupervised classification |
| fproj | FPROJ Forward Projection using the SOM |
| fuzzymaps | FUZZYMAPS Obtains SOM fuzzy maps interactively |
| getpoints | GETPOINTS: Get points from mouse clicks |
| grnnsim | GRNNSIM Simulate a GRNN with autoassociative completion |
| grnntra | GRNNTRA Generalized Regression Neural Network Train |
| inisom | INISOM2 Initialize Self Organizing map |
| linreg | LINREG Linear regression |
| localcorrelation | LOCALCORRELATION Computes local correlation matrices for each som unit |
| matdiff | MATDIFF Difference between vectors |
| matdist | MATDIST Distance matrix between sets of vectors |
| mloc_busca_valida | MLOC_BUSCA_VALIDA grid search for the best of multiple models with validation |
| mloc_compara | MLOC_COMPARA Compares the linear approximation and the mloc model |
| mloc_info | MLOC_INFO displays info about the local model SOM (mloc object) |
| mloc_loc | MLOC_LOC Train the local models of a SOM |
| mloc_planos | MLOC_PLANOS Draws planes of coefficients, selector variables and RMSE of mloc model |
| mloc_sim | MLOC_SIM simulates an MLOC object (SOM with local models) |
| mloc_som | MLOC_SOM Create an mloc object and train its SOM |
| modelmaps | MODELMAPS Gets polynomial models from data interactively |
| parzen | PARZEN Estimates joint pdf using parzen kernels |
| pdfscatter | PDFSCATTER Scatter plot with superimposed pdf plot |
| planes | PLANES Draws 2D component planes |
| planes3d | PLANES3D Draws 3D component planes |
| plotcolor | PLOTCOLOR linear plot of x versus y using color coding for z |
| plotcov | PLOTCOV Plots covariance ellipsoids |
| plotp | PLOTP Plots points |
| rectop | RECTOP Stores cartesian product of indices on an N-D grid |
| rectopi | RECTOPI Interpolated grid with rectangular topology |
| region | REGION Interactively highlight regions in the visualization space |
| somdist | SOMDIST Distance map for SOM |
| sominterp | SOMINTERP Generation of a new SOM by resampling the original one. |
| tablelens | TABLELENS Visualizacion tipo Table Lens en imagen con mapa de colores |
| varplot | VARPLOT Dibuja caracteristicas respecto al tiempo |
Master index