Logistic Regression

2 articles

Logistic regression beats LLM readouts on survey prediction

On a real survey prediction task, a plain logistic regression beat a language-model activation pipeline, AUC 0.769 vs 0.747; steering changed nothing useful.

Jun 2026 · Methodology

Can a Classifier Find What Investigators Miss? - Too Early To Say

A prospective classifier captures 1 in 4 future fraud exclusions from billing intensity alone. The signal is fraud-specific.

Feb 2026 · Methodology