Removing Spurious Features can Hurt Accuracy and Affect Groups Disproportionately.

Fereshte Khani Percy Liang

Published in: FAccT (2021)

Keyphrases

classification accuracy
high accuracy
feature vectors
computational complexity
feature set
computational efficiency
cluster analysis
real time
computational cost
image features
face detection
svm classifier
highly accurate