Machine Learning Validation via Rational Dataset Sampling with astartes

Python Submitted 16 October 2023Published 05 November 2023
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Editor: @arfon (all papers)
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Authors

Jackson W. Burns (0000-0002-0657-9426), Kevin A. Spiekermann (0000-0002-9484-9253), Himaghna Bhattacharjee (0000-0002-6598-3939), Dionisios G. Vlachos (0000-0002-6795-8403), William H. Green (0000-0003-2603-9694)

Citation

Burns et al., (2023). Machine Learning Validation via Rational Dataset Sampling with astartes. Journal of Open Source Software, 8(91), 5996, https://doi.org/10.21105/joss.05996

@article{Burns2023, doi = {10.21105/joss.05996}, url = {https://doi.org/10.21105/joss.05996}, year = {2023}, publisher = {The Open Journal}, volume = {8}, number = {91}, pages = {5996}, author = {Jackson W. Burns and Kevin A. Spiekermann and Himaghna Bhattacharjee and Dionisios G. Vlachos and William H. Green}, title = {Machine Learning Validation via Rational Dataset Sampling with astartes}, journal = {Journal of Open Source Software} }
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machine learning sampling interpolation extrapolation data splits cheminformatics

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ISSN 2475-9066