A benchmark of categorical encoders for binary classification.

Federico Matteucci Vadim Arzamasov Klemens Böhm

Published in: NeurIPS (2023)

Keyphrases

binary classification
multi class
support vector
cost sensitive
learning problems
multi label
support vector machine
multi class classification
generalization error
binary classifiers
class imbalance
ensemble methods
prediction accuracy
learning tasks
transfer learning
small number
data streams
learning algorithm