A benchmark of categorical encoders for binary classification.
Federico MatteucciVadim ArzamasovKlemens BöhmPublished in: CoRR (2023)
Keyphrases
- binary classification
- multi class
- support vector
- learning problems
- cost sensitive
- multi label
- support vector machine
- multi class classification
- generalization error
- prediction accuracy
- binary classifiers
- class imbalance
- ensemble methods
- neural network
- kernel methods
- non stationary
- data mining
- loss function
- supervised learning
- nearest neighbor
- bayesian networks
- training data
- machine learning