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Visualizing overfitting and how to see it.
  • Dr. Ingrid Falk-Weller
  • February 1, 2026
  • (0)
  • Machine Learning

A Model That Memorises Looks Perfect Until It Meets Reality

I remember sitting in a windowless lab three years ago, staring at a loss curve that looked like a work of art—a perfect, smooth descent toward zero. My training metrics were flawless, and I felt that rush of dopamine we…

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