An evolutionary approach to construction of outranking models for multicriteria classification: The case of the ELECTRE TRI method.
Michael DoumposYannis MarinakisMagdalene MarinakiConstantin ZopounidisPublished in: Eur. J. Oper. Res. (2009)
Keyphrases
- multiple criteria
- classification method
- classification accuracy
- machine learning methods
- classification process
- model selection
- prior knowledge
- detection method
- support vector machine
- pattern classification
- pairwise
- preprocessing
- probabilistic model
- dynamic programming
- significant improvement
- classification scheme
- supervised learning
- benchmark data sets
- support vector machine svm
- clustering method
- pattern recognition
- similarity measure
- feature extraction
- classification models
- statistical methods
- accuracy rate
- statistical model
- decision rules
- parameter estimation
- knn
- data sets
- cross validation
- training samples
- prediction model
- unsupervised learning
- multi class
- computational complexity