Measuring resistance
Due to the fact that the characteristics of a voltmeter are far closer to perfect than the ones of a amp meter you'd achieve better results by using your second method. 
As you noticed correctly an amp meter potentially produces an additional voltage drop of several dozen milivolts where the resistance of a volt meter is that high that the current flowing through it is rather negligible.