Several attempts have been made for estimating the vital swelling index parameter conducted by expensive and time-consuming Oedometer test. However, they only focused on neuron network neglecting other advanced methods that could increased predictive capability of models. In order to overcome this limitation, current study aims elaborate an alternative model from geotechnical physical parameter...