遇见数据集

The raw data set for enzyme kinetic parameter prediction

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IEEE2026-04-17 收录
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The data distribution is shown above.. Due to overfitting, existing models for predicting enzyme kinetic parameters either suffer from poor generalization ability or lack accuracy.To ensure a fair evaluation of the model’s performance, weused a fair and unbiased dataset created through sequenceclustering based on the CD-HIT program . The held-out test and out-ofdistribution test are represented as pie chart, with the quantitiesof both sets being approximately in a 1:1 ratio.Evaluations onboth held-out and out-of-distribution test datasets demonstratethat our model performs competitively with existing methods,while also delivering reliable uncertainty estimates.

提供机构:
Zhou, Rui
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