Handling class overlapping to detect noisy instances in classification.
Shivani GuptaAtul GuptaPublished in: Knowl. Eng. Rev. (2018)
Keyphrases
- multiple classes
- multi class classification
- class labels
- single class
- multiclass classification
- classification algorithm
- classification accuracy
- classification method
- multi class
- decision trees
- classification systems
- classification scheme
- detection method
- robust detection
- feature extraction
- image classification
- support vector
- pattern recognition
- machine learning
- support vector machine svm
- noisy environments
- class specific
- pattern classification
- feature space
- discriminant functions
- support vector machine
- supervised learning
- benchmark datasets
- detection algorithm
- text classification
- class membership
- class conditional
- class imbalanced
- binary classification problems
- class probabilities
- classification models
- cost sensitive
- decision rules
- training samples
- feature vectors
- preprocessing