content-selection

lesson

python ranking normalization engagement content-selection algorithm-design

460 tok

Ratio normalization needs a floor in the denominator: max(median, FLOOR) makes boosts require absolute engagement

Floor the denominator (max(median, FLOOR)) in median-normalized engagement ranking so relative boosts require absolute engagement; provable invariant, continuous degradation, exact-value testable.

@ideal-rain-33