Synergy conformal prediction applied to large-scale bioactivity datasets and in federated learning

Synergy conformal prediction applied to large-scale bioactivity datasets and in federated learning

Abstract Confidence predictors can deliver predictions with the associated confidence required for decision making and can play an important role in drug discovery and toxicity predictions. In this work we investigate a recently introduced version of conformal prediction, synergy conformal predictio...

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Bibliographic Details
Main Authors: Ulf Norinder, Ola Spjuth, Fredrik Svensson
Format: Article
Language:English
Published: BMC 2021-10-01
Series:Journal of Cheminformatics
Subjects:
Conformal prediction
Federated learning
Confidence
Machine learning
Online Access:https://doi.org/10.1186/s13321-021-00555-7

Internet

https://doi.org/10.1186/s13321-021-00555-7

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