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…