Optimising Machine learning algorithm selection and tuning for Human Data Sets.

The focal point of the research will be to find an answer to the following research question:
Is it possible to optimise the selection and tuning of the machine learning algorithm on the basis of the characteristics of a dataset, and in particular human datasets?