Data reduction in classification: A simulated annealing based projection method.
Tian Siva TianRand R. WilcoxGareth M. JamesPublished in: Stat. Anal. Data Min. (2010)
Keyphrases
- data reduction
- projection method
- simulated annealing
- classification accuracy
- classification rules
- data compression
- preprocessing
- instance selection
- knowledge discovery
- representative subset
- feature selection
- data analysis
- model selection
- machine learning
- feature extraction
- singular value decomposition
- rough set theory
- feature vectors
- evolutionary algorithm
- data quality
- image processing
- least squares
- decision rules
- genetic algorithm
- harmonic functions
- data sets
- genetic programming
- supervised learning
- support vector machine
- computational complexity
- support vector
- training data
- decision trees
- decision making
- computer vision
- information retrieval
- data mining
- neural network