So change either the resitor or capacitor. Pick one and you can calculate the other.
T = 1.1 * R * C
Pick 470uF, then solve for R. T is 15 * 60 = 900 s
900 = 1.1 * R * 470 / 1000000
900 / (1.1 * 470 / 100000) = R = 1.74MOhms
That said, the leakage is going to be high enough that...