Using Rough Reducts Based SVM Ensemble for SAR of the Ethofenprox Analogous of Pesticide.
Yue LiuZaixia TengYafeng YinGuo-Zheng LiPublished in: IMSCCS (2008)
Keyphrases
- rough sets
- rough sets theory
- support vector machine svm
- support vector
- rough set theory
- training set
- imbalanced data
- ensemble classifier
- training data
- feature selection
- synthetic aperture radar
- support vector machine
- ensemble learning
- decision rules
- knn
- sar images
- greedy algorithm
- ensemble methods
- generalization ability
- neural network
- feature vectors
- data mining
- decision forest
- majority voting
- multi class
- hyperplane
- classification algorithm
- attribute reduction
- svm classifier
- svm classification
- decision table
- image reconstruction
- random forest
- base classifiers
- ls svm
- pattern recognition
- binary classification problems
- kernel function
- support vectors
- multi class classification
- parameter estimation
- learning algorithm
- linear support vector machines
- classification method
- sar imagery
- automatic target recognition
- feature ranking
- logistic regression