Transformer-Based Enzyme Classification: Models and Dataset
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https://zenodo.org/doi/10.5281/zenodo.15640615
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Transformer-Based Enzyme Classification:Models and DatasetThis dataset contains trained ESM2 transformer models and curated datasets for enzymeclassification and EC function prediction.i
🎯 ApplicationPredict enzyme function for S. cerevisiae genes with unknown functionality:1. Is the gene an enzyme?2. If so, what is the EC commission number?
📊 PerformanceBinary Enzyme Classification:● Accuracy: 96.5%● Specificity: 98.0%● Sensitivity: 94.4%
Related RepositoryGitHub Code: https://github.com/naomifridman/transformer-based-enzyme-classificationContains:● Prediction scripts● Attention mechanism analysis● Visualization tools● Usage examples
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Zenodo创建时间：
2025-06-11
