Early Forecasting of Text Classification Accuracy and F-Measure with Active Learning

Thomas Orth, Michael Bloodgood

When creating text classification systems, one of the major bottlenecks is the annotation of training data. Active learning has been proposed to address this bottleneck using stopp…