Exploring the effect of data reduction on Neural Network and Support Vector Machine classification.
Stefanos OugiaroglouKonstantinos I. DiamantarasGeorgios EvangelidisPublished in: Neurocomputing (2018)
Keyphrases
- data reduction
- neural network
- support vector machine classification
- data compression
- classification rules
- preprocessing
- classification accuracy
- knowledge discovery
- data analysis
- pattern recognition
- high dimensionality
- data sets
- model selection
- privacy preserving
- data mining
- singular value decomposition
- representative subset
- high dimensional
- training data
- feature selection
- rough set theory
- computer vision
- machine learning