The air permeability represents that feature of the building playing a major role in both the building energy performance and the indoor environment quality, therefore its prediction is very important. The statistical prediction models which are used today on a very large scale present large errors. The experimental measurements correct this deficit, but they are impossible to be carried out for large apartment building due to technical concerns. In this study we propose an intermediate ap...