Boiling precipitates out the calcium and magnesium ions as calcium or magnesium carbonate.
Ca(HCO3)2(aq)CaCO3(s) + H2O(l) + CO2(g)
Mg(HCO3)2(aq)MgCO3(s) + H2O(l) + CO2(g)