Dimension independent data sets approximation and applications to classification.
Patrick GuidottiPublished in: Adv. Model. Simul. Eng. Sci. (2024)
Keyphrases
- data sets
- training set
- classification accuracy
- classification scheme
- building classification models
- benchmark data sets
- machine learning
- classification models
- pattern classification
- classification method
- machine learning algorithms
- classification process
- classification algorithm
- pattern recognition
- image classification
- data sets from uci
- approximation error
- classification systems
- decision trees
- feature selection
- support vector machine svm
- svm classifier
- supervised classification
- feature vectors
- high dimension
- preprocessing
- feature space
- support vector machine
- decision rules
- class labels
- naive bayes
- text classification
- rough sets