This python script computes and plots a FROC curve - Free-response Receiver Operating Characteristic - from numpy arrays. FROC curve is an alternative to ROC curve. On the x-axis stands the average ...
The use of statistics is ubiquitous in astronomy and astrophysics. Modern advances are made possible by the application of increasingly sophisticated tools, often dubbed "data mining", "machine ...
Results: FL on the basic MNIST dataset with 10 clients achieved an area under the receiver operating characteristic curve (AUROC) of 0.997 and an F1-score of 0.946. The experiment with the imbalanced ...