Support Vector Machine Active Learning Through Significance Space Construction.
Edoardo PasolliFarid MelganiYakoub BaziPublished in: IEEE Geosci. Remote. Sens. Lett. (2011)
Keyphrases
- active learning
- support vector machine
- feature selection
- random sampling
- feature space
- statistical learning theory
- search space
- training data
- kernel methods
- vector space
- principal component analysis
- sample selection
- selective sampling
- statistical significance
- experimental design
- learning algorithm
- space time
- support vector machine svm
- multi class
- decision trees
- learning process
- feature vectors
- image retrieval
- pairwise
- training set