Dissimilarity
Just pass the dissimilarity matrix, number of clusters in the partition to be evaluated and the indexes for each data point and you will get the Dunn's index.The Dunn's index measures compactness (Maximum distance in between data points of clusters) and clusters separation (minimum distance...
Platforms: Matlab
License: Shareware | Cost: $0.00 USD | Size: 10 KB | Download (48): Dunn's index Download |
The code calculates a metric between a pair of multivariate Gaussian Mixture Models.This is a demo code for the unscented Hellinger distance between a pair of Gaussian mixture models. The code follows the derivation of the multivariate unscented Hellinger distance introduced in [1]. Unlike the...
Platforms: Matlab
License: Shareware | Cost: $0.00 USD | Size: 30.72 KB | Download (43): Unscented Hellinger distance between GMMs Download |
Sorts input matrix of data so that each column is re-ordered byuser-specified criteria. Options are (1) sort data by signal width (2)sort data by energy localization (3) sort data by dissimilarity ofdata to a normal probability distribution. The default option is toreturn all 3 options, as...
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (44): sortwvfrms Download |