Real-world-robustness of tree-based classifiers.
Christoph SchweimerSebastian ScherPublished in: CoRR (2022)
Keyphrases
- real world
- decision trees
- support vector
- data mining
- training data
- synthetic data
- machine learning algorithms
- case study
- logistic regression
- feature set
- naive bayes
- neural network
- classification systems
- linear classifiers
- training examples
- computational efficiency
- test set
- training samples
- genetic algorithm
- data points
- feature vectors
- classification algorithm
- artificial neural networks
- ensemble methods
- ensemble learning
- classification rate
- synthetic datasets
- wide range
- classification process
- individual classifiers