A Virtual Expert is a small system that carries out a complete task including evaluation of intermediate and final results, essentially very similar to an experienced human expert . In case of datasets not suitable for high quality results, Virtual Experts will terminate the analysis and produce a corresponding error report . Results will only be generated if they pass all internal quality checks.
Virtual Experts make intelligent decisions .
They introduce variations in strategies dependent on intermediate results or data availability. Virtual Experts deliver only final results which match the highest preset quality requirements . A Virtual Expert s decisions and behaviour can be fully controlled by the user in interactive mode . The training set of sequences is checked for general suitability for matrix generation. Spurious sequences are detected.