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According to this this article, the Cohen's k may lead to incorrect results:
"Despite its popularity, in the learning context there are a number of issues causing the kappa measure to produce unreliable results (for instance, its high sensitivity to the distribution of the marginal totals [73โ75])
So, it may be useful to add the Matthews correlation coefficient as an option for the ThOpt_metrics
parameter in the optimize_threshold_from_predictions()
function.
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