Fuzzy clustering decomposition of genetic algorithm-based instance selection for regression problems.
Miroslaw KordosMarcin BlachnikRafal SchererPublished in: Inf. Sci. (2022)
Keyphrases
- fuzzy clustering
- regression problems
- instance selection
- genetic programming
- linear regression
- support vector machine
- cross validation
- nearest neighbor
- feature selection
- text classification
- high dimensional data
- multi class
- classification accuracy
- input space
- membership functions
- multi task
- random forests
- semi supervised learning
- cluster analysis
- clustering algorithm
- support vector
- concept drift
- model selection
- hyperparameters
- knowledge discovery and data mining
- labeled data
- supervised learning
- least squares
- evolutionary algorithm
- genetic algorithm
- data points
- high dimensional
- transfer learning
- unlabeled data
- data sets