The predictability of earthquakes in Hindukush region has been examined based on spatio-temporal variations of seismicity patterns and the theory of Chaos Physics. Since the spatio temporal pattern of seismicity preceeding earthquakes do not always show a well defined quiescence in this region, recourse taken through the application of Chaos Physics gives the fractal dimension of the strange attractor as 6.9. This implies the possibility of modelling earthquake system in Hindukush region with atleast seven parameters.