Hyperparameter Optimization to accelerate active Learning Models

The goal of this project is to increase the performance of active learning for screening large amounts of textual data by optimizing the hyperparameters of learning algorithms in the ASReview open-source software. Users from social sciences should be able to select a set of hyperparameters optimized for textual data from their domain instead of the currently implemented values obtained from medical datasets.

Project website:
https://research-software-directory.org/projects/hyperparameter-optimization-to-accelerate-active-learning-models