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 |