Survey of Active Learning Hyperparameters: Insights from a Large-Scale Experimental Grid

Julius Gonsior, Tim Rieß, Anja Reusch +3

Annotating data is a time-consuming and costly task, but it is inherently required for supervised machine learning. Active Learning (AL) is an established method that minimizes hum…