The term "labeled graph" just means a graph with each node labeled differently (but arbitrarily). It just allows for reasoning & enumerating the vertex set. It's a typical assumption to make in the context of graph isomorphism.
It doesn't relate to machine learning (which is what I assume you mean).
It doesn't relate to machine learning (which is what I assume you mean).