When Single-Dataset Conclusions Fail: A 45-Task Study of Threshold Tuning and Resampling for Imbalanced Classification

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A 45-task study demonstrates that evaluating class-imbalance techniques on single datasets like Kaggle fraud leads to unsafe conclusions.