Ankeer Abuduhebaier on Muck Rack

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Articles

How Does Sampling Affect the AI Prediction Accuracy of Peptides' Physicochemical Properties?

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By Meiru Yan, Ankeer Abuduhebaier, Haojin Zhou, Jiaqi Wang
| biorxiv.org
Abstract Accurate AI prediction of peptide physicochemical properties is essential for advancing peptide-based biomedicine, biotechnology, and bioengineering. However, the performance of predictive AI models is significantly affected by the representativeness of the training data, which depends on the sample size and sampling methods employed.
Open in Who Shared Issue with article?

How Does Sampling Affect the AI Prediction Accuracy of Peptides' Physicochemical Properties?

|
By Meiru Yan, Haojin Zhou, Jiaqi Wang, Ankeer Abuduhebaier
| biorxiv.org
Abstract Accurate AI prediction of peptide physicochemical properties is essential for advancing peptide-based biomedicine, biotechnology, and bioengineering. However, the performance of predictive AI models is significantly affected by the representativeness of the training data, which depends on the sample size and sampling methods employed.
Open in Who Shared Issue with article?
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