Kernel based simple regularized multiple criteria linear program for binary classification and regression.
Xi ZhaoYong ShiLingfeng NiuPublished in: Intell. Data Anal. (2015)
Keyphrases
- binary classification
- linear program
- ordinal regression
- multiple criteria
- support vector
- linear programming
- learning problems
- support vector machine
- multi class
- kernel methods
- cost sensitive
- decision makers
- mathematical programming
- decision problems
- multi criteria
- multiple kernel learning
- prediction accuracy
- np hard
- multi label
- dynamic programming
- optimal solution
- data sets
- learning tasks
- pairwise
- generalization error
- class imbalance
- data mining
- learning algorithm
- decision making
- similarity measure
- training data
- ensemble methods
- feature space
- multi objective