Novel linear programming approach for building a piecewise nonlinear binary classifier with a priori accuracy.
Ubaldo M. García-PalomaresOrestes Manzanilla-SalazarPublished in: Decis. Support Syst. (2012)
Keyphrases
- linear programming
- high accuracy
- individual classifiers
- classification accuracy
- classification scheme
- piecewise linear
- linear program
- highest accuracy
- confusion matrix
- higher classification accuracy
- support vector machine classifier
- training set
- improving classification accuracy
- feature selection
- significantly improves the accuracy
- high classification accuracy
- improve the recognition accuracy
- classification rate
- constraint propagation
- classification algorithm
- error rate
- training examples
- dynamic programming
- feature space
- fold cross validation
- binary classification problems
- feature reduction
- prediction accuracy
- np hard
- training data