Chemometric-based drug discovery approaches from natural origins using hyphenated chromatographic techniques.

Biochemometric application is expected to be further improved with advancing in data acquisition methods, new efficient preprocessing, model validation and variable selection methods which would guarantee that the applied model to have good prediction ability in compound relation to its bioactivity.