Enhanced classification for high-throughput data with an optimal projection and hybrid classifier.
Joon Jin SongJingying ZhangPublished in: Int. J. Data Min. Bioinform. (2014)
Keyphrases
- binary decision tree
- classification scheme
- classification process
- classification algorithm
- classification method
- class labels
- feature space
- learning vector quantization
- training set
- support vector machine
- training samples
- final classification
- support vector
- feature set
- classification rate
- decision trees
- feature selection
- classification schemes
- classifier combination
- multiple classifiers
- pattern classification
- accurate classification
- nearest neighbor classifier
- hierarchical classification
- bayesian classifier
- high classification accuracy
- decision boundary
- classification accuracy
- nearest neighbor rule
- classification models
- class dependent
- feature extraction and classification
- k nearest neighbour
- individual classifiers
- combining classifiers
- higher classification accuracy
- roc curve
- feature subset
- feature extraction
- svm classifier
- pattern recognition
- multi category
- fuzzy classifier
- learning algorithm
- multiclass classification
- classifier ensemble
- supervised classification
- extracted features
- machine learning
- multiple classifier systems
- rule based classifier
- probabilistic classifiers
- image classification
- optimum path forest
- text classification
- robust classification
- binary classifiers
- ensemble classifier
- associative classifiers
- learning phase
- feature reduction