To filter detached houses around 15 million dollars with high long-term growth potential, use EdgeProp Singapore's tools and criteria: set budget, specify detached houses, use advanced filters for growth drivers (MRT, schools, prime districts), Edge Fair Value calculator, analyze historical trends, focus on areas with upcoming developments, and evaluate amenities and demand indicators.