Axiomatic Characterization of Data-Driven Influence Measures for Classification.
Jakub SliwinskiMartin StrobelYair ZickPublished in: AAAI (2019)
Keyphrases
- data driven
- axiomatic characterization
- pattern recognition
- classification accuracy
- support vector machine svm
- classification method
- support vector machine
- feature space
- image classification
- pattern classification
- automatic classification
- support vector
- feature extraction
- decision trees
- object classification
- text classification
- supervised classification
- class labels
- unsupervised learning
- training set
- preprocessing
- benchmark datasets
- machine learning
- classification models
- rough sets
- classification systems
- confusion matrices
- receiver operating characteristic curves
- feature selection