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ZENODO
Dataset . 2025
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
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Results from Benchmarking Subsampling Approaches with DeepDelta Preprocessing

Research datakeyboard_double_arrow_right Dataset 19 Feb 2025Publisher:Zenodo
Authors: Fralish, Zachary;

doi: 10.5281/zenodo.14894033 , 10.5281/zenodo.14894034

Results from Benchmarking Subsampling Approaches with DeepDelta Preprocessing

Abstract

These are results from 5x10 cross-fold evaluation of various subsampling strategies applied to the DeepDelta preprocessing approach for training a Chemprop model for several benchamrking datasets. The associated GitHub is available at https://github.com/RekerLab/ProdrugDesignPipeline. 

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selected citations
These citations are derived from selected sources.
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).
BIP!Citations provided by BIP!
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.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average