calcBelongDenom__ | Intermediar step in the calculation of the belonging matric |
calcBelongMatrix | Calculate the belonging matrix according to a set of... |
calcCentroids | Calculate the new centroids of the clusters based on the... |
calcEuclideanDistance | Calculate the euclidean distance between a numeric matrix n X... |
calcqualityIndexes | calculate several clustering quality indexes (most of them... |
calcSWCMBelongMatrix | Calculate the belonging matrix (spatial version) according to... |
calcSWFCCentroids | Calculate the new centroids of the clusters based on the... |
CFuzzyMeans | calssical c-mean algorithm |
evaluateMatrices | evaluate if the algorithm converged by comparing two... |
mapClusters | build some maps to visualize the results of the clustering |
SpatialCFuzzyMeans | spatial version of the c-mean algorithm |
spatialdiag | calculate the moran I of each column of the belonging matrix... |
summarizeClusters | Calculate some descriptive statistics of each group |
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