We have seen machine learning is not magic, a work of featuring must be done including the of the dataset.
Here, our dataset is very heterogeneous with a big cluster of EquationGroup, and others clusters with few malwares
The machine learning is useful to make a first filter to clusterize a big dataset because the algorithms have been thought to be scalable contrary to algorithms which compare signatures. (ssdeep,impfuzzy,machoc...)