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Since AUC cannot be applied to continuous target, we need another metric. Since we want univariate selection RMSE could be used instead. Review this before continuing.
After, extend the function with model_type which can be [classification, regression]. Then, the function returns either RMSE or AUC. The order has to be correct (we want the highest AUC, but the lowest RMSE)
RMSEcould be used instead. Review this before continuing.model_typewhich can be [classification,regression]. Then, the function returns eitherRMSEorAUC. The order has to be correct (we want the highest AUC, but the lowest RMSE)cobra/cobra/model_building/univariate_selection.py
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