Man pages for SOMEnv
SOM Algorithm for the Analysis of Multivariate Environmental Data
| BmusCentr | BMUs of the cluster centroids |
| BmusClus | Cluster assignment for the experimental data |
| BoxClus | Boxplot of prototype variables split by cluster and variable |
| BoxUnits | Boxplot of prototype variables split by cluster |
| ClusCol | Custom color sequence for clusters |
| CodeCoord | Prototype coordinates for graph |
| DailyBar | Plot of daily percentages for each cluster |
| db_indexR | Evaluate Davis-Bouldin index for the cluster split of data... |
| Freq | Percentage frequency for each cluster |
| FreqD | Daily percentage frequency for each cluster |
| FreqM | Monthly percentage frequency for each cluster |
| Hexa | Function to draw an hexagon around a point |
| Hexagons | Function to draw an hexagonal SOM map |
| HexagonsClus | SOM map with clusters |
| HexagonsVar | Heatmaps |
| HexaHits | Hits distribution on the SOM map |
| HexaHitsQuant | Hits distribution on the SOM map |
| HexaQerrs | Relative quantization error distribution on the SOM map |
| HexaQerrsQuant | Realtive quantization error distribution on the SOM map |
| kmeans_clustersRProg | K-means algorithm applied for different values of clusters |
| NClusChange | Custom number sequence for clusters |
| paramQuant | Basic statistics of values present in the input vector |
| som_dimR | Calculate map dimensions |
| SomEnvGUI | The function starts the SOMEnv GUI |
| som_initR | Calculate initialization matrix for SOM training |
| som_kmeansRProg | K-means algorithm applied for a specific number of clusters |
| som_mdistR | Evaluate pairwise distance matrix for the given codebook |
| SOMtopol | Topographical error for the SOM map |
| som_umatR | Unified distance matrix for the SOM map |
| UmatGraph | U-matrix plot |
