Ensemble feature selection using distance-based supervised and unsupervised methods in binary classification.
Bita HallajianHomayun MotameniEbrahim AkbariPublished in: Expert Syst. Appl. (2022)
Keyphrases
- unsupervised methods
- binary classification
- ensemble methods
- multi class
- learning problems
- support vector
- cost sensitive
- multi label
- semi supervised
- generalization error
- support vector machine
- supervised methods
- prediction accuracy
- data sets
- benchmark datasets
- text categorization
- ensemble learning
- machine learning methods
- semi supervised learning
- supervised learning
- computer vision
- learning algorithm
- kernel function
- image classification
- learning tasks
- learning process
- pairwise
- face recognition
- image processing
- genetic algorithm