Omni
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MS/MS Spectrum Compound Classifier
MLP over binned MS/MS spectra classifying compound class directly from spectral patterns — unlike metabolomics_annotate's static m/z-to-database lookup, which never uses fragmentation patterns.
v1.0.0
AI & ML
Model Registry: ms_spectrum_classification
Run
Input
Mode
Infer — run predictions with a registered model
Train — train and register a new model version
spectrum_id, mz_list, intensity_list columns (semicolon-separated values)
Labels / targets (required for Train)
Model reference (Infer mode)
Hyperparameters (JSON, Train mode)
Results
Run Log