Published April 20, 2022
| Version v2
Dataset
Open
Result files (ALLDATA): "Joint structural annotation of small molecules using liquid chromatography retention order and tandem mass spectrometry data with LC-MS²Struct"
Description
Result files associated with the publication: "Joint structural annotation of small molecules using liquid chromatography retention order and tandem mass spectrometry data" by Bach et al.
The following files are included in the archive:
- Raw max-marginal predictions using LC-MS²Struct for all LC-MS² experiments of the ALLDATA setup
- Averaged max-marginals for the LC-MS²Struct over all SSVM models
- Top-k accuracies for the comparison methods (MS²+RT, ...)
- Ranks for the ground-truth structures predicted by Only MS² and LC-MS²Struct (molecule class analysis)
Instructions:
- clone the repository containing the experimental scripts and analysis notebooks: https://github.com/aalto-ics-kepaco/lcms2struct_exp
- download the archive in this repository
- unpack the archive in the git-repository root directory
- follow the instructions given in the README.md of the git-repository to reproduce the figures, etc.
Version history:
- Version 1: Experimental results for "Method comparison" and "Molecule classification analysis" where performed with 2D fingerprints (preprint v1)
- Version 2 (this version): Experimental results for "Method comparison" and "Molecule classification analysis" where performed with 3D fingerprints
Files
Files
(44.3 GB)
| Name | Size | Download all |
|---|---|---|
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md5:ec77e3417273a081415f4b72dbefed40
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44.3 GB | Download |
Additional details
Funding
- Research Council of Finland
- Machine Learning for Computational Metabolomics 310107
- Research Council of Finland
- Machine learning for digItal diagnostics of antimicrobial resistance 334790