Author

E. Ahlberg

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Pharmacology & Toxicology· 1

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Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Research Focus:drug response / drug discovery· 1 Approach:statistical model· 1 Research Focus:variant effect prediction· 1

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H. Chen· 1 shared J. Sun· 1 shared L. Carlsson· 1 shared O. Engkvist· 1 shared U. Norinder· 1 shared

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2017-2017 · peak 1/yr

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1 shared paperPharmacology & Toxicology

H. Chen

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1 paper

Recent·Most cited

Applying Mondrian Cross-Conformal Prediction to Estimate Prediction Confidence on Large Imbalanced Bioactivity Datasets

J. Sun, L. Carlsson, E. Ahlberg, U. Norinder, O. Engkvist, H. Chen

This study applies Mondrian cross-conformal prediction to estimate prediction confidence on large imbalanced bioactivity datasets, showing improved performance for minority classes.

bioRxiv · Mar 16, 2017Pharmacology & Toxicology