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Evaluating XGBoost for Balanced and Imbalanced Data: Application to Fraud Detection
Random search fine-tuning provides consistent improvement for large datasets of 100 thousand samples, not so for medium and small datasets of 10 and 1 thousand samples, respectively.
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