Constructing ECOC based on confusion matrix for multiclass learning problems.
Jindeng ZhouYun YangMingjie ZhangHaibo XingPublished in: Sci. China Inf. Sci. (2016)
Keyphrases
- learning problems
- confusion matrix
- multi class
- error correcting output codes
- binary classification
- multiclass classification
- support vector machine
- multiclass learning
- learning tasks
- kernel methods
- supervised learning
- machine learning algorithms
- error correcting output coding
- learning algorithm
- semi supervised learning
- machine learning
- reinforcement learning
- binary classifiers
- multi class classification
- multiclass problems
- sample complexity
- cost sensitive
- pac learning
- statistical learning theory
- pairwise
- multi task learning
- multi task
- generalization bounds
- multiple kernel learning
- learning experience
- binary classification problems
- structured sparsity
- support vector
- reproducing kernel hilbert space
- multi class problems
- perceptron algorithm
- semi supervised
- kernel function
- svm classifier