LEARN · improve the model, safely
Model flagsOperator reviewAnswer savedCase libraryNew modelTestedSafety checkPerson approves
IN USE NOW
Live model
No live model
WHAT THE MODEL LEARNS FROM
Case library
New since the live model0
Confirmed by an analyst0
False alarms (analyst)0
Checked with water samples0
Sentinel-3 checks0
0 for training · 0 in the held-back test set. New cases always go to training. The test set changes only in a deliberate, logged step.
NOT LIVE YET
New model
No new model yet. Train one from the case library.
LIVE VS NEW MODEL · SAME HELD-BACK TEST SET
Safety check before going live
Train a new model to see its safety check. It is scored against the live model on the same held-back test set.