Computer ScienceMathematics
Combining Binary Classifiers for a Multiclass Problem with Differential Privacy
SazonovaVera, MatwinStan
2014.4.1Transactions on Data Privacy
tlooto Summary
Multiclass classification problem is often solved by combing binary classifiers into ensembles, but while this is required for inherently binary classifier, such as SVM, it also provides performance benefits for ensemble-based systems.
Abstract
Multiclass classification problem is often solved by combing binary classifiers into ensembles. While this is required for inherently binary classifiers, such as SVM, it also provides performance a...
Citation format
SAZONOVAVERA; MATWINSTAN. Combining binary classifiers for a multiclass problem with differential privacy. Transactions on Data Privacy, 2014.