Data complexity-based dynamic ensembling of SVMs in classification.
Sowkarthika B.Manasi GyanchandaniRajesh WadhvaniSanyam ShuklaPublished in: Expert Syst. Appl. (2023)
Keyphrases
- data complexity
- support vector
- support vector machine svm
- support vector machine
- expressive power
- query answering
- training set
- svm classifier
- feature selection
- query evaluation
- feature space
- classification algorithm
- machine learning
- decision trees
- conjunctive queries
- text classification
- supervised learning
- classifier ensemble
- lower complexity
- query complexity
- training samples
- dynamic environments
- knn
- query language