It seems that the system I created is a series of ‘binary classifiers’ that spits out a new confusion matrix for each species, which is trained against all the other species in the ‘data ...

The confusion matrix is a table that summarizes the performance of an algorithm. Contrary to the name, this matrix actually gives insight into what your model is doing right and where errors are ...

We believe this initial observation could help the user, when faced with a new problem, to leverage the confusion matrix and develop a relevant initiative strategy as it brings light to WHAT to ...