If it is for reducing spikes then a small value is probably better than the large resevoir caps used.... the battery is in its own right a large cap.... so it will keep the volts steady.... while the small ones keep the spikes at bay.....
If the cap is for instant power punch, then a suitably large one will compensate the batteries' inability to give off large currents in an instant...
