Data Adventures
Data analytics and data science made practical
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How Do You Select the Right Evaluation Metrics for ML Models?
Stop defaulting to accuracy. This post explains how to pick model evaluation metrics—precision, recall, F1, AUC, MAE/RMSE, MCC—so your evaluation matches class imbalance and real-world costs.