Automatic Detection and Correction of Multi-class Classification Errors Using System Whole-part Relationships.
Zhengzhang ChenAlok N. ChoudharyJohn JenkinsVipin KumarAnatoli V. MelechkoJinfeng RaoNagiza F. SamatovaFredrick H. M. SemazziPublished in: SDM (2013)
Keyphrases
- automatic detection
- multi class
- classification error
- base classifiers
- single class
- multi class classification
- pairwise
- binary classification
- cost sensitive
- training set
- support vector machine
- training samples
- class labels
- multiple classes
- decision rules
- generalization error
- feature selection
- binary classifiers
- prior knowledge
- class distribution
- hyperparameters
- high dimensional
- image processing
- cross validation
- misclassification costs
- boosting algorithms
- training examples
- text classification