A topological data analysis based classifier.
Rolando KindelanJosé FríasMauricio CerdaNancy HitschfeldPublished in: Adv. Data Anal. Classif. (2024)
Keyphrases
- data analysis
- training data
- data collection
- big data
- classification algorithm
- training samples
- classifier combination
- nearest neighbor classifier
- classifier systems
- data visualization
- cluster analysis
- business intelligence
- data processing
- feature selection
- decision trees
- data mining
- learning algorithm
- classification process
- input data
- support vector
- feature space
- support vector machine
- feature set
- rough set theory
- training set
- classification models
- training examples
- classification scheme
- classification rate
- knowledge discovery
- bayesian classifier
- machine learning