Convert a 'similarity' matrix to 'distance' matrix. Note that the similarity must be normalized (i.e. within [0, 1])
sim2dist(SimMat)
Arguments
SimMat: similarity matrix of type data.frame with ranges [0, 1]
Returns
copy of input data.frame with similarities inverted to distances (i.e. dist = 1 - sim)
Examples
## the 'swissSimilarityMatrix' as similarity and as distancegraphics::image(as.matrix(swissSimilarityMatrix))graphics::image(as.matrix(sim2dist(swissSimilarityMatrix)))