I tried to beat the simplest baseline with a fraud trust score. Pre-registering the test taught me this.
Evidence in this post comes from synthetic data only. Nothing here shows how the system performs on real fraud. A fraud model gives an analyst a score. It does not say how far to believe that score for this particular case. I have been building a decision-support system called Assay around that gap…
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- 2026-10-25 08:26 · DEV Community — Machine Learning
I tried to beat the simplest baseline with a fraud trust score. Pre-registering the test taught me this.