A Probabilistic Method to Predict Classifier Accuracy on Larger Datasets given Small Pilot Data

Ethan Harvey, Wansu Chen, David M. Kent, Michael C. Hughes. A Probabilistic Method to Predict Classifier Accuracy on Larger Datasets given Small Pilot Data. In Stefan Hegselmann, Antonio Parziale, Divya Shanmugam, Shengpu Tang, Mercy Nyamewaa Asiedu, Serina Chang, Tom Hartvigsen, Harvineet Singh, editors, Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023, New Orleans, Louisiana, USA. Volume 225 of Proceedings of Machine Learning Research, pages 129-144, PMLR, 2023. [doi]

Abstract

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