Cluster-oriented instance selection for classification problems.
Soumitra SahaPartho Sarathi SarkerAlam Al SaudSwakkhar ShatabdaM. A. Hakim NewtonPublished in: Inf. Sci. (2022)
Keyphrases
- instance selection
- nearest neighbor
- data reduction
- classification accuracy
- multi class
- text classification
- feature and instance selection
- semi supervised learning
- multiple instance learning
- supervised learning
- clustering algorithm
- feature selection
- data points
- evaluation criteria
- knowledge discovery and data mining
- data compression
- support vector machine
- knn
- active learning
- data analysis