Conformal Prediction Sets with Limited False Positives.

Adam Fisch Tal Schuster Tommi Jaakkola Regina Barzilay

Published in: CoRR (2022)

Keyphrases

false positives
conformal prediction
false negative
detection rate
number of false positives
false positive rate
confidence levels
true positive
false alarms
low false positive rate
tree ensembles
ridge regression
machine learning
decision trees
feature set
detection algorithm