Enhancement of Multichannel Chromosome Classification Using a Region-Based Classifier and Vector Median Filtering.
Petros S. KarvelisDimitrios I. FotiadisDimitrios G. TsalikakisIoannis GeorgiouPublished in: IEEE Trans. Inf. Technol. Biomed. (2009)
Keyphrases
- classification scheme
- classification process
- classification algorithm
- classification method
- support vector
- classification models
- classification rate
- support vector machine
- decision trees
- feature space
- class labels
- feature set
- classification schemes
- nearest neighbor classifier
- svm classifier
- training samples
- classification accuracy
- fuzzy classifier
- k nearest neighbour
- high classification accuracy
- accurate classification
- final classification
- multiple classifiers
- machine learning
- higher classification accuracy
- supervised classification
- learning vector quantization
- feature extraction and classification
- support vector machine svm
- correct classification
- image processing
- feature extraction
- feature selection
- multi class classifier
- training set
- hierarchical classification
- multiclass classification
- text classification
- combining classifiers
- classifier combination
- learning algorithm
- bayesian classifier
- ensemble classifier
- multi category
- pattern classification
- feature vectors
- pattern recognition
- image segmentation
- nearest neighbor rule
- robust classification
- probabilistic classifiers
- rule based classifier
- binary classifiers
- learning phase
- extracted features
- roc curve
- training data
- accurate classifiers
- associative classifiers
- unseen data
- pixel classification
- individual classifiers
- decision boundary
- feature subset
- sufficient training data
- binary decision tree