(Courtesy: Eun-Ah Kim) Physicists in the US have used machine learning to determine the phase diagram of a system of 12 idealized ... At this point in the machine-learning process the researchers told ...

Abstract: Motivated by the need to understand the behaviour of complex machine learning (ML) models ... An alternative to DTs are Binary Decision Diagrams (BDDs), which can be deemed interpretable.

This reversing process is known as backpropagation and is a main feature of machine learning in general. An enormous amount of variety is encompassed within the basic structure of a neural network.