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  • $\begingroup$ To how many significant figures do the metrics agree? If the answer is "more than four" (or worse, "to the accuracy of my floating-point numbers"), and the number in question is not 0.9999 or some similar indicator of either nearly perfect or nearly random predictive accuracy, I would assume a bug despite your having checked for it and regardless of the dummy classifier not giving the same result, until you can figure out a rigorous alternate explanation for the convergence. $\endgroup$ Commented 48 mins ago