Precision-Recall-Gain Curves:PR Analysis Done Right

Contribution for newspaper or weekly magazine English OPEN
Flach, Peter; Kull, Meelis;
  • Publisher: Curran Associates, Inc
  • Subject: /dk/atira/pure/core/keywords/jean_golding | Jean Golding

Precision-Recall analysis abounds in applications of binary classification where true negatives do not add value and hence should not affect assessment of the classifier's performance. Perhaps inspired by the many advantages of receiver operating characteristic (ROC) cu... View more
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