Neural Network Support Vector Detection via a Soft-Label, Hybrid K-Means Classifier

We use random geometric graphs to describe clusters of higher dimensional data points which are bijectivel y mapped to a (possibly) lower dimensional space where an equivalent random cluster model is used to calculate the exp ected number of modes to be found when separating the data of a multi modal data set into distinct clusters. Furthermore, as a… (More)