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Predicting Risk through Network Shape
Encoding network shape has been a big factor in the success of our recent shell company detection machine learning model. Central to the model is the ability to evaluate the context of a business – given by the network of nodes surrounding it – in a way that can be input into explainable ML models. Early on in our…