Random Forest vs Neural Network: Which is Better, and When?

Which is better: Random Forest or Neural Network? This is a common question, with a very easy answer: it depends:). I will try to show you when it is good to use Random Forest and when to use Neural Network. First of all, Random Forest (RF) and Neural Network (NN) are different types of algorithms. The RF is the ensemble of decision trees.