<script type="text/javascript">
<!--
document.write('<div id="oa_widget"></div>');
document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=undefined&type=result"></script>');
-->
</script>

COPY SCRIPT

For further information contact us at helpdesk@openaire.eu

AutoPeptideML_SI

appsOther research productkeyboard_double_arrow_right Other ORP type 23 Aug 2024Publisher:Zenodo

Authors: Fernandez-Diaz, Raul; Cossio-Pérez, Rodrigo; AGONI, CLEMENT; Hoang, Thanh Lam; Lopez, Vanessa; Shields, Denis C.;

doi: 10.5281/zenodo.14591403 , 10.5281/zenodo.13363975 , 10.5281/zenodo.13363974

AutoPeptideML_SI

- Summary
- Metrics

Abstract

Introduction This directory contains supplementary information to the paper: "AutoPeptideML: A study on how to build more trustworthy peptide bioactivity predictors". Contents 1. AutoPeptideML Version 1.0.0 of AutoPeptideML stored here for archival purposes. 2. Models This directory contains the models generated in one of the runs of AutoPeptideML with the NegSearch+HP datasets. The output also contains both the splits used for training the model with the independent train/test subsets and the 10-folds used for cross-validation. 3. Figures A notebook `get_propeties.ipynb` with the code used for calculating the physico-chemical properties of the peptides is also included.

Related Organizations

IBM Research - Ireland
Ireland
University College Dublin
Ireland
National University of Quilmes
Argentina
University of KwaZulu-Natal
South Africa

Impact byBIP!

	citations This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).	0
	popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.	Average
	influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).	Average
	impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.	Average

Found an issue? Give us feedback

Average