From: OffsampleAI: artificial intelligence approach to recognize off-sample mass spectrometry images
 | off-sample | on-sample | ||||
---|---|---|---|---|---|---|
F1 | P | R | F1 | P | R | |
Deep residual learning | .97 (+/−.01) | .96 (+/−.03) | .98 (+/−.03) | .96 (+/−.04) | .97 (+/−.03) | .94 (+/−.07) |
Semi-automated spatio-molecular biclustering, clusters curated for 2 datasets | .96 (+/−.03) | .96 (+/−.07) | .96 (+/−.04) | .97 (+/−.01) | .97 (+/−.03) | .97 (+/−.03) |
Spatio-molecular biclustering | .93 (+/−.10) | .92 (+/−.10) | .94 (+/−.11) | .95 (+/−.06) | .95 (+/−.06) | .95 (+/−.06) |
Molecular co-localization | .90 (+/− .07) | .95 (+/− .08) | .86 (+/− .15) | .93 (+/− .05) | .91 (+/− .11) | .96 (+/− .07) |