A Classification Approach Based on SVM for Electromagnetic Subsurface Sensing.
Andrea MassaEmanuela BermaniAndrea BoniMassimo DonelliPublished in: IEEE Trans. Geosci. Remote. Sens. (2005)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- svm classifier
- feature selection
- classification algorithm
- classification method
- feature vectors
- svm classification
- generalization ability
- feature space
- improves the classification accuracy
- machine learning
- fuzzy support vector machine
- pattern recognition
- unbalanced data
- decision trees
- training set
- fold cross validation
- support vector machine classifiers
- text classification
- supervised learning
- sensor networks
- classification performances
- indoor outdoor
- cost sensitive
- multi class classification
- decision boundary
- document classification
- image classification
- classification accuracy
- feature extraction
- decision forest
- structured output
- text categorization
- k nearest neighbor
- sequential minimal optimization
- semi supervised
- knn
- rule based classifier
- multiclass support vector machines