Next-generation heartbeat classification with a column-store DBMS and UDFs.
Oscar Castro-LópezDaniel E. Lopez BarronInés Fernando Vega LópezPublished in: J. Intell. Inf. Syst. (2020)
Keyphrases
- classification accuracy
- classification scheme
- databases
- decision trees
- image classification
- feature space
- pattern recognition
- support vector machine
- text classification
- database management systems
- classification algorithm
- database management
- automatic classification
- machine learning
- classification systems
- support vector machine svm
- database
- data management
- query processing
- database systems
- management system
- data model
- data processing
- model selection
- feature vectors
- training samples
- training set
- benchmark datasets
- training data
- classification rules
- feature extraction
- classification models
- feature selection
- learning algorithm