A New FA-DEA Method Based on Classification and Weighting.
Jianhuan HuangJuanjuan ChenPublished in: BIFE (2012)
Keyphrases
- classification method
- preprocessing
- classification accuracy
- pattern recognition
- classification scheme
- decision rules
- detection method
- support vector machine svm
- high precision
- benchmark data sets
- cost function
- cross validation
- classification process
- support vector machine
- high accuracy
- weighting scheme
- feature weighting
- genetic algorithm
- classification rate
- data envelopment analysis
- pattern classification
- machine learning methods
- accuracy rate
- classification algorithm
- binary classifiers
- machine learning
- machine learning algorithms
- training samples
- unsupervised learning
- model selection
- text classification
- supervised learning
- significant improvement
- artificial neural networks
- pairwise
- optimal solution
- objective function
- training data
- similarity measure
- feature extraction
- face recognition