Classification of Vehicle Make by Combined Features and Random Subspace Ensemble.
Bailing ZhangChihang ZhaoPublished in: ICIG (2011)
Keyphrases
- random subspace
- random forest
- classifier fusion
- feature set
- classification accuracy
- feature subspace
- ensemble methods
- subspace methods
- nearest neighbor classifiers
- ensemble learning
- random subspaces
- random sampling
- feature space
- fusion scheme
- feature vectors
- benchmark datasets
- feature extraction
- majority voting
- classification models
- feature selection
- decision trees
- classifier ensemble
- svm classifier
- class labels
- ensemble classifier
- base classifiers
- feature representation
- classification algorithm
- pattern recognition
- random forests
- weak classifiers
- base learners
- feature subset
- image classification
- supervised learning
- multiple classifier systems
- nearest neighbor
- training set
- support vector machine svm
- support vector
- machine learning
- classification systems
- class imbalance
- voting scheme
- prototype selection
- cross validation