Decomposition-Based Classifier Chains for Multi-Dimensional Classification.
Bin-Bin JiaMin-Ling ZhangPublished in: IEEE Trans. Artif. Intell. (2022)
Keyphrases
- multi dimensional
- classification scheme
- classification process
- classification algorithm
- classification method
- support vector machine
- support vector
- classification rate
- decision trees
- class labels
- feature space
- nearest neighbor classifier
- svm classifier
- learning vector quantization
- classification schemes
- feature selection
- classification models
- classifier combination
- rule based classifier
- final classification
- feature set
- probabilistic classifiers
- accurate classification
- multiclass classification
- supervised classification
- high classification accuracy
- higher classification accuracy
- cost sensitive classification
- classification accuracy
- feature vectors
- training set
- multiple classifiers
- optimum path forest
- multi category
- decision boundary
- pattern recognition
- support vector machine svm
- binary classifiers
- binary decision tree
- fuzzy support vector machine
- text classification
- feature extraction and classification
- training samples
- multiple classifier systems
- pixel classification
- extracted features
- k nearest neighbour
- classifier ensemble
- robust classification
- nearest neighbour
- feature extraction
- training data
- learning phase
- multi class
- image classification
- nearest neighbor rule
- hierarchical classification
- individual classifiers
- training process
- associative classifiers
- learning algorithm
- correctly classified
- unseen data
- knn
- training examples
- weak classifiers
- ensemble classifier
- pattern classification
- multi class classifier