METRICS · LEAKAGE · UNCERTAINTYIs my model
Is my model
actually better?
Make the question precise. Keep the comparison fair. Find out what the score can support.
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Six chapters for applied ML practitioners. Follow a fully inspectable synthetic OCR comparison, then transfer the reasoning to power-system data. A short loss refresher is included; notation arrives when it is needed.