What is the best machine learning algorithm for large, noisy datasets with interaction between variables?
Probabilistic Random Forest tends to work better then other algorithms on noisy datasets. But the data you are using also plays a major role on whether a algorithm will work or not.
Check this paper Probabilistic Random Forest for more details. Happy Learning