D5.1 First Methods for Novelty Detection for Synthetic Change Index

Summary
First Methods for Novelty Detection for Synthetic Change Index - first version of a novelty detection algorithm that runs on a smaller subset of predictor variables and is restricted to a validation region - evaluation report of null space methods and GP predictive variance - kernel functions for mixed continuous and discrete data