Active Classification based on Value of Classifier.
Tianshi GaoDaphne KollerPublished in: NIPS (2011)
Keyphrases
- classification scheme
- classification process
- class labels
- classification method
- classification rate
- svm classifier
- final classification
- classification algorithm
- nearest neighbor classifier
- decision boundary
- nearest neighbor rule
- feature selection
- support vector
- decision trees
- classification models
- training set
- supervised classification
- k nearest neighbour
- classification schemes
- probabilistic classifiers
- image classification
- learning vector quantization
- training samples
- support vector machine
- feature space
- rule based classifier
- support vector machine svm
- fuzzy classifier
- feature set
- hierarchical classification
- classifier combination
- binary classifiers
- multiclass classification
- accurate classification
- multi category
- classification decisions
- classification accuracy
- training data
- feature extraction
- nearest neighbour
- bayesian classifier
- multiple classifier systems
- feature extraction and classification
- optimum path forest
- multiple classifiers
- sufficient training data
- machine learning
- multi class classifier
- classifier ensemble
- pattern recognition
- supervised learning
- individual classifiers
- learning algorithm
- feature vectors
- cost sensitive classification
- correctly classified
- pattern classification
- combining classifiers
- multiple kernel learning
- learning phase
- decision tree classifiers
- extracted features
- roc curve
- high classification accuracy
- feature reduction
- probabilistic neural network
- naive bayes classifier
- training examples
- model selection
- text classification
- ensemble classifier
- fold cross validation
- pixel classification