Let us know your decision: Pool-based active training of a generative classifier with the selection strategy 4DS.
Tobias ReitmaierBernhard SickPublished in: Inf. Sci. (2013)
Keyphrases
- selection strategy
- discriminative classifiers
- training set
- selection strategies
- training process
- training examples
- training samples
- classifier training
- discriminative learning
- training data
- training phase
- decision making
- decision makers
- supervised training
- multi layer perceptron
- genetic algorithm
- generative model
- selection algorithm
- classification algorithm
- classification decisions
- active learning
- decision trees
- multi class
- svm classifier
- boosted classifiers
- training dataset
- image classification
- cauchy mutation
- feature space
- text classifiers
- support vector
- bayesian network classifiers
- feature set
- sample selection
- active learner
- machine learning
- ground truth labels
- genetic algorithm ga
- class labels
- object detection
- feature vectors
- feature selection