518 citations · 933 across the 11 of their papers we have counts for
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stat.ML2017★ 17 cited
Predicting Surgery Duration with Neural Heteroscedastic Regression
Nathan Ng, Rodney A Gabriel, Julian McAuley +2
Scheduling surgeries is a challenging task due to the fundamental uncertainty of the clinical environment, as well as the risks and costs associated with under- and over-booking. W…
stat.ML2014★ 99 cited
Thresholding Classifiers to Maximize F1 Score
Zachary Chase Lipton, Charles Elkan, Balakrishnan Narayanaswamy
This paper provides new insight into maximizing F1 scores in the context of binary classification and also in the context of multilabel classification. The harmonic mean of precisi…