Combining Data Reduction and Parameter Selection for Improving RBF-DDA Performance.
Adriano L. I. OliveiraBruno J. M. MeloFernando Buarque de Lima NetoSilvio Romero de Lemos MeiraPublished in: IBERAMIA (2004)
Keyphrases
- parameter selection
- data reduction
- model selection
- data compression
- adaptive regularization
- data analysis
- radial basis function
- preprocessing
- artificial neural networks
- classification accuracy
- rough set theory
- data mining
- knowledge discovery
- feature selection
- classification rules
- singular value decomposition
- machine learning
- high dimensionality
- data quality
- basis functions
- image processing
- support vector machine
- cross validation
- high quality
- clustering algorithm
- compression ratio
- ls svm
- neural network