ML Models

Measured-response models

Separate experimental regressors for the published N-AID-UPF1 12-hour response context. M4 predicts a degradation-rate change; M5 predicts a translation-efficiency change. These are log2 fold changes, not NMD probabilities, basal translation rates or therapeutic outcomes.

Read chromosome-held-out benchmarks and mapping limitsRead v2 independent-study results and limitations

Uses the pinned source geometry or sequence features for this reference. New sequences are outside this reference endpoint. Real source example: NMDRHT00364392.