Implementing Methods for Spatial Fuzzy Unsupervised
Classification
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Documentation for package ‘geocmeans’ version 0.3.4
Help Pages
| adjustSpatialWeights | Semantic adjusted spatial weights |
| Arcachon | SpatRaster of the bay of Arcachon |
| barPlots | Bar plots |
| boot_group_validation | Check the robustness of a classification by Bootstrap |
| boot_group_validation.mc | Check that the obtained groups are stable by bootstrap (multicore) |
| calcCalinskiHarabasz | Calinski-Harabasz index |
| calcDaviesBouldin | Davies-Bouldin index |
| calcELSA | calculate ELSA statistic for a hard partition |
| calcexplainedInertia | Explained inertia index |
| calcFukuyamaSugeno | Fukuyama and Sugeno index |
| calcFuzzyELSA | calculate ELSA statistic for a fuzzy partition |
| calcGD43 | Generalized Dunn’s index (43) |
| calcGD53 | Generalized Dunn’s index (53) |
| calcNegentropyI | Negentropy Increment index |
| calcqualityIndexes | Quality indexes |
| calcSilhouetteIdx | Fuzzy Silhouette index |
| calcUncertaintyIndex | Diversity index |
| calc_local_moran_raster | Local Moran I for raster |
| calc_moran_raster | Global Moran I for raster |
| catToBelongings | Convert categories to membership matrix |
| cat_to_belongings | Convert categories to membership matrix |
| circular_window | Circular window |
| CMeans | C-means |
| GCMeans | Generalized C-means |
| groups_matching | Match the groups obtained from two classifications |
| is.FCMres | is method for FCMres |
| load_arcachon | SpatRaster of the bay of Arcachon |
| LyonIris | social and environmental indicators for the Iris of the metropolitan region of Lyon (France) |
| mapClusters | Mapping the clusters |
| plot.FCMres | Plot method for FCMres object |
| predict.FCMres | Predict method for FCMres object |
| predict_membership | Predict matrix membership for new observations |
| print.FCMres | print method for FCMres |
| selectParameters | Select parameters for a clustering algorithm |
| selectParameters.mc | Select parameters for clustering algorithm (multicore) |
| select_parameters | Select parameters for a clustering algorithm |
| select_parameters.mc | Select parameters for clustering algorithm (multicore) |
| SFCMeans | SFCMeans |
| SGFCMeans | SGFCMeans |
| spatialDiag | Spatial diagnostic |
| spConsistency | Spatial consistency index |
| spiderPlots | Spider chart |
| sp_clust_explorer | Classification result explorer |
| standardizer | Standardizing helper |
| summarizeClusters | Descriptive statistics by group |
| summary.FCMres | Summary method for FCMres |
| uncertaintyMap | Uncertainty map |
| undecidedUnits | Undecided observations |
| violinPlots | Violin plots |