Inferring Unfairness and Error from Population Statistics in Binary and Multiclass Classification.

Sivan Sabato Eran Treister Elad Yom-Tov

Published in: CoRR (2022)

Keyphrases

multiclass classification
binary classifiers
multi class
binary classification problems
binary classification
error rate
cost sensitive
multiclass svm
support vector machine
machine learning algorithms
cross validation
multi class classification
learning algorithm
feature extraction
training samples