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I want to use MCC as the eval_metric in XGBoost classifier, but MCC is not in the list of the values for eval_metric. Is there any way to use user-defined function as eval_metric in xgboost?

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You can use MCC as eval_metric in XGboost. You need to define a small function to use MCC as eval_metric. Have a look at the sample code here. https://www.discoverbyts.com/post/python-using-matthews-correlation-coefficient-mcc-as-evaluation-metric-in-xgboost/

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