Reliability-based cleaning of noisy training labels with inductive conformal prediction in multi-modal biomedical data mining

1 code implementation • 13 Sep 2023 • Xianghao Zhan, Qinmei Xu, Yuanning Zheng, Guangming Lu, Olivier Gevaert

This method capitalizes on a small set of accurately labeled training data and leverages ICP-calculated reliability metrics to rectify mislabeled data and outliers within vast quantities of noisy training data.

Conformal Prediction