Reporting accuracy of rare event classifiers.

Edieal J. Pinker

Published in: npj Digit. Medicine (2018)

Keyphrases

rare events
imbalanced data sets
classification accuracy
prediction accuracy
importance sampling
roc curve
training data
fraud detection
naive bayes
training samples
support vector
test set
machine learning methods
ensemble learning
error rate
linear classifiers
decision trees