Iterative computations of confusion matrix

Thank you very much for your review, Ilia.
I’ve created a thread about docstrings Docstring conventions: what docstring format should I use? since I am not sure if I need to document it somewhere.

In the meantime I will work on adding meaningful tests for a new parameter.

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