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cs.LG2020
F*: An Interpretable Transformation of the F-measure
David J. Hand, Peter Christen, Nishadi Kirielle
The F-measure, also known as the F1-score, is widely used to assess the performance of classification algorithms. However, some researchers find it lacking in intuitive interpretat…
cs.LG2018★ 1 cited
A Decision Tree Approach to Predicting Recidivism in Domestic Violence
Senuri Wijenayake, Timothy Graham, Peter Christen
Domestic violence (DV) is a global social and public health issue that is highly gendered. Being able to accurately predict DV recidivism, i.e., re-offending of a previously convic…