Data Journalism Beyond the ROC-AUC: A Deep Dive into Model Performance, Calibration, and Decision Curve Analysis September 14, 2026 Ammar Sabilarrohman In the world of machine learning and binary classification, the Receiver Operating Characteristic Area Under the Curve (ROC-AUC) has long reigned supreme. From medical diagnostics to credit default prediction, data…
Data Journalism Beyond Point Predictions: A Comprehensive Evaluation of Model-Agnostic Quantile Regression with nnetsauce September 14, 2026 Azzam Bilal Chamdy In the landscape of modern machine learning, point predictions are merely half the story. While a standard regression model can tell you what it thinks will happen—providing a precise expected…
