DO NOT DISTURB? Classifier Behavior on Perturbed Datasets.
Bernd MallePeter KiesebergAndreas HolzingerPublished in: CD-MAKE (2017)
Keyphrases
- accurate classifiers
- training dataset
- benchmark datasets
- associative classifiers
- support vector machine
- linear classifiers
- feature selection
- decision trees
- training data
- binary classification problems
- feature space
- classifier systems
- classification scheme
- classification method
- classification algorithm
- classification process
- classifier ensemble
- database
- naive bayes nearest neighbor
- ensemble learning
- human behavior
- support vector machine svm
- training samples
- image classification
- multi class
- training set
- support vector
- learning algorithm
- machine learning
- neural network