A Method of Data Classification Based on Parallel Genetic Algorithm.
Yuexiang ShiZuqiang MengZixing CaiBeno BenhabibPublished in: FSKD (1) (2005)
Keyphrases
- classification method
- synthetic data
- data sets
- input data
- classification accuracy
- ordinal data
- parallel genetic algorithm
- bayesian methods
- training samples
- support vector machine svm
- classification algorithm
- input vectors
- pairwise
- classification process
- test data
- missing data
- knn
- support vector machine
- statistical methods
- machine learning methods
- cross validation
- data sources
- classification trees
- classification scheme
- noisy data
- training data
- feature space
- probabilistic model
- computational complexity
- data points
- feature set
- machine learning
- feature selection
- high dimensional
- confidence scores
- large scale data sets
- dimensionality reduction methods
- clustering algorithm
- benchmark data sets
- pattern classification
- training set
- markov chain
- preprocessing
- optimization algorithm
- data structure