A New Binary Classifier: Clustering-Launched Classification.
Tung-Shou ChenChih-Chiang LinYung-Hsing ChiuHsin-Lan LinRong-Chang ChenPublished in: ICIC (2) (2006)
Keyphrases
- binary classifiers
- classification process
- classification method
- classification scheme
- classification algorithm
- supervised classification
- training samples
- unsupervised learning
- support vector
- classification rate
- feature selection
- class labels
- support vector machine
- nearest neighbor classification
- feature space
- classification models
- binary classification problems
- nearest neighbor classifier
- multi class
- training set
- classifier combination
- learning vector quantization
- svm classifier
- multiple classifiers
- error correcting output codes
- combination of multiple classifiers
- feature set
- clustering algorithm
- decision trees
- individual classifiers
- pattern classification
- probabilistic classifiers
- k nearest neighbour
- bayesian classifier
- high classification accuracy
- fuzzy classifier
- pattern recognition
- multiclass classification
- final classification
- decision boundary
- combining classifiers
- supervised learning
- multi category
- image classification
- support vector machine svm
- mixed data
- decision tree classifiers
- classifier ensemble
- nearest neighbor algorithm
- feature vectors
- text classification
- feature reduction
- clustering method
- machine learning
- classification decisions
- self organizing maps
- training data
- hierarchical classification
- fold cross validation
- classification accuracy
- weak classifiers
- high dimensionality
- feature extraction
- k means
- feature extraction and classification
- multi class classification
- knn
- higher classification accuracy
- binary features
- binary classification
- extracted features
- cost sensitive