Mathematical programming based heuristics for improving LP-generated classifiers for the multiclass supervised classification problem.
Jan AdemWilly GochetPublished in: Eur. J. Oper. Res. (2006)
Keyphrases
- supervised classification
- multi class
- mathematical programming
- linear programming
- multiclass classification
- supervised learning
- linear program
- unsupervised learning
- support vector machine
- multiclass problems
- pairwise
- np hard
- error correcting output codes
- binary classifiers
- combinatorial optimization
- binary classification
- optimal solution
- objective function
- binary classification problems
- multiclass svm
- dynamic programming
- optimization problems
- semi supervised
- boosting algorithms
- training data
- feature extraction
- decision trees
- genetic algorithm