Opening the TAR Black Box: Developing an Interpretable System for eDiscovery Using the Fuzzy ARTMAP Neural Network

RCV1-v2 and Jeb Bush emails corpora are frequently used in e-Technology-assisted review (TAR) utilizes an information retrieval discovery evaluations [20, 22] because legal matters are often confidential system to discover all, or nearly all, the relevant documents in a [7, 9] and their corpora are unavailable. The 20Newsgroups corpus and help reduce the human effort required to find these documents corpus is commonly used as a test corpus with ART-based algorithms [7, 9, 20]. TAR systems are employed in high-recall tasks [18, 19]; it and the Reuters-21578 corpus are also commonly such as e-discovery, systematic literature reviews, evidence-based used in evaluating text classification algorithms [1].