Random Forest vs. Neural Network

First of all, Random Forest (RF) and Neural Network (NN) are different types of algorithms. I will train Random Forest and Neural Network on 9 datasets from OpenML.org data repository. You should use the Neural Network for:

If you are going to work with tabular data, it is worth to check the Random Forest first because it is easier.

Source: mljar.com