遇见数据集

Uncertainty-Quantified QSAR Predictions: VEGA Models (98 Endpoints) with Conformal Intervals/Sets for Training, Test, and EPA CompTox Datasets (500K Compounds)

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Zenodo2026-02-01 更新2026-05-26 收录
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# Dataset Description This repository contains training data, test data, and uncertainty-quantified predictions for 98 QSAR models from the VEGA platform, plus large-scale screening results for the EPA CompTox database. ## Contents ### 1. VEGA Training and Test Sets- **51 regression endpoints** - **52 classification endpoints** - ~114,000 predictions across VEGA test sets- Molecular structures (SMILES), experimental values, model predictions- Applicability Domain Index (ADI) for each prediction ### 2. Conformal Prediction Results (VEGA)- **Prediction intervals** for regression (90% coverage)- **Prediction sets** for classification (90% coverage) - Auxiliary model confidence scores- Conformal prediction metrics 3. VEGA point prediction and Conformal Prediction Results (EPA CompTox ) - **Prediction intervals** for regression (90% coverage)- **Prediction sets** for classification (90% coverage) - Auxiliary model confidence scores- Conformal prediction metrics - ADI values for all predictions This is a supplementay information for a paper submitted to https://pubs.acs.org/doi/10.1021/acs.chemrestox.5c00293

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Zenodo
创建时间:
2026-02-01
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