Predicting Conditional Probability Densities with the Gaussian Mixture - RVFL Network

The incorporation of the random vector functional link (RVFL) concept into mixture models for predicting conditional probability densities achieves a considerable speed-up of the training process. This allows the creation of a large ensemble of predictors, which results in an improvement in the generalization performance.