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precursor-mz-window-filtering - Filter MS spectra by precursor m/z to generate negatives.

Filters mass spectrometry spectra by precursor m/z proximity to generate negative training examples within a defined mass window.

Tags

Updated: 2026-09-18

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Filter spectra by precursor m/z
  • Generate cross-spectrum negative examples
  • Downsample dataset to target ratio

Inputs

  • TCN training dataset
  • Query spectrum
  • m/z window tolerance parameter

Outputs

  • Augmented training dataset
  • Balanced positive-negative ratio dataset
  • Downsample configuration

Requirements

    Source

    • Spec: SKILL.md

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    mass spectrometry
    metabolomics
    data augmentation
    precursor m/z
    Filter spectra by precursor m/z
    Generate cross-spectrum negative examples
    Downsample dataset to target ratio
    TCN training dataset
    Query spectrum
    m/z window tolerance parameter
    Augmented training dataset
    Balanced positive-negative ratio dataset
    Downsample configuration