Fast Tree-Based Classification via Homogeneous Clustering.
George PardisKonstantinos I. DiamantarasStefanos OugiaroglouGeorgios EvangelidisPublished in: IDEAL (1) (2019)
Keyphrases
- unsupervised learning
- unsupervised clustering
- supervised classification
- supervised learning
- k means
- high dimensionality
- machine learning
- pattern recognition
- automatic classification
- classification accuracy
- decision trees
- pattern classification
- support vector machine
- feature space
- fuzzy clustering
- classification systems
- feature extraction
- machine learning methods
- nearest neighbor classification
- outlier detection
- classification method
- unsupervised classification
- svm classifier
- support vector machine svm
- model selection
- feature vectors
- preprocessing
- support vector
- gene expression profiles
- data mining
- kohonen self organizing map
- clustering analysis
- classification rules
- information theoretic
- decision rules
- high dimensional