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Explainable Artificial Intelligence for Assault Sentence Prediction in New Zealand. (arXiv:2208.06981v1 [cs.LG])
cs.LG updates on arXiv.org arxiv.org
The judiciary has historically been conservative in its use of Artificial
Intelligence, but recent advances in machine learning have prompted scholars to
reconsider such use in tasks like sentence prediction. This paper investigates
by experimentation the potential use of explainable artificial intelligence for
predicting imprisonment sentences in assault cases in New Zealand's courts. We
propose a proof-of-concept explainable model and verify in practice that it is
fit for purpose, with predicted sentences accurate to within one year. We
further analyse …
artificial artificial intelligence arxiv explainable artificial intelligence intelligence lg new zealand prediction