A data reduction approach using hyperspherical sectors for support vector machine.
Hatem A. FayedPublished in: DSIT (2018)
Keyphrases
- data reduction
- support vector machine
- feature selection
- data compression
- preprocessing
- classification accuracy
- support vector
- classification rules
- multi class
- data analysis
- instance selection
- representative subset
- rough set theory
- knowledge discovery
- k nearest neighbor
- model selection
- knn
- classification algorithm
- feature vectors
- data mining
- training data
- machine learning
- clustering algorithm
- high dimensionality
- computer vision
- feature space
- pattern recognition
- dimensionality reduction
- multiscale
- high quality
- feature extraction
- decision making
- genetic algorithm