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Watch it: Walk the network from one gene. The star map: one gene's measured links by source, widened to its neighbourhood and re-centred on a neighbour. Silent screen capture of the real application.
Held-out labelcompartment
Neighbours to consult15
The card strategy 12 opens on: the same four bars as every strategy (better than chance, reach, two plain task metrics, each with its interval and chance), Run / Test / Details ▸, what its test does, and one real failure beside one real success.
Console
strategy 12 test: Let every network vote, weighted by what it has earned (chance-weighted ensemble vote) -- started
layer_vote: 951 labelled genes hidden, 2,853 left to learn from
layer_vote: null 1 of 5
layer_vote: null 2 of 5
layer_vote: null 3 of 5
layer_vote: null 4 of 5
layer_vote: null 5 of 5
layer_vote: PASS
strategy 12 run: Let every network vote, weighted by what it has earned (chance-weighted ensemble vote) -- started
layer_vote: done in 1.6s
PASS: correct calls per hidden gene 0.409 against 0.102 ± 0.045 under 5 runs on shuffled labels (bar 0.143, p 0.167); effect +0.307, needed +0.050; 951 hidden
9 sources vote, each weighted by how far it beat chance on an inner holdout of the known labels; 8 earned a vote. 2,000 unlabelled genes called. Strongest: measurements (kNN) (0.28), xlms (0.12), coexpression (0.12), struct (0.07)