Exploring Data Reduction Techniques for Time Efficient Support Vector Machine Classifiers.
Reshma RastogiHamid SafdariSweta SharmaPublished in: SSCI (2018)
Keyphrases
- data reduction
- support vector machine classifiers
- data compression
- preprocessing
- feature selection
- support vector machine
- model selection
- training data
- data analysis
- database
- classification accuracy
- data sets
- genetic algorithm
- data mining
- information retrieval
- rough set theory
- classification rules
- semi supervised learning
- fuzzy sets
- knowledge discovery
- similarity measure
- feature extraction
- decision trees