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Result files (ALLDATA): "Joint structural annotation of small molecules using liquid chromatography retention order and tandem mass spectrometry data with LC-MS²Struct"

  • Eric Bach (Creator)

Tietoaineisto

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 setupAveraged max-marginals for the LC-MS²Struct over all SSVM modelsTop-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_expdownload the archive in this repositoryunpack the archive in the git-repository root directoryfollow 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 <em>(this version)</em>: Experimental results for "Method comparison" and "Molecule classification analysis" where performed with 3D fingerprints
Koska saatavilla20 huhtik. 2022
JulkaisijaZenodo

Dataset Licences

  • CC-BY-4.0
  • MAGITICS: Machine Learning for Antimicrobial Resistance

    Rousu, J. (Vastuullinen johtaja), Oksanen, M. (Projektin jäsen), Xiang, W. (Projektin jäsen), Bach, E. (Projektin jäsen), Szedmak, S. (Projektin jäsen) & Huusari, R. (Projektin jäsen)

    01/01/202031/12/2023

    Projekti: EU H2020 Framework program

  • Koneoppimismenetelmät laskennallisessa metabolomiikassa

    Rousu, J. (Vastuullinen johtaja), Bach, E. (Projektin jäsen), Brouard, C. (Projektin jäsen), Oksanen, M. (Projektin jäsen), Sabzevari, M. (Projektin jäsen) & Huusari, R. (Projektin jäsen)

    01/09/201731/08/2021

    Projekti: Academy of Finland: Other research funding

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