Dimension Independent Data Sets Approximation and Applications to Classification.
Patrick GuidottiPublished in: CoRR (2022)
Keyphrases
- data sets
- benchmark data sets
- classification accuracy
- machine learning
- approximation error
- classification scheme
- building classification models
- automatic classification
- machine learning algorithms
- synthetic data
- feature extraction
- classification systems
- text classification
- classification method
- benchmark datasets
- supervised classification
- real world
- machine learning methods
- classification algorithm
- decision trees
- pattern recognition
- cross validation
- support vector machine
- feature selection
- data sets from uci
- classification trees
- support vector
- feature vectors
- class imbalance
- classification models
- cost sensitive
- supervised learning
- closed form
- model selection
- training samples
- svm classifier
- decision rules