Specialized Ensemble of Classifiers for Traffic Sign Recognition.
M. Paz Sesmero LorenteJuan Manuel Alonso-WeberGermán GutiérrezAgapito LedezmaAraceli SanchisPublished in: IWANN (2007)
Keyphrases
- ensemble learning
- ensemble classifier
- classifier ensemble
- multiple classifiers
- ensemble pruning
- training data
- training set
- majority voting
- ensemble methods
- combining classifiers
- feature selection
- individual classifiers
- final classification
- randomized trees
- class label noise
- ensemble classification
- mining concept drifting data streams
- weighted voting
- multiple classifier systems
- concept drifting data streams
- majority vote
- decision tree classifiers
- imbalanced data
- trained classifiers
- ensemble members
- accurate classifiers
- decision trees
- support vector
- svm classifier
- weak learners
- publicly available data sets
- learning algorithm
- linear support vector machines
- random forest
- classifier fusion
- bias variance decomposition
- classifier combination
- neural network
- test set
- diversity measures
- rule induction algorithm
- data sets
- general purpose
- feature set
- text categorization
- feature ranking
- machine learning algorithms
- roc curve
- random forests
- base classifiers
- classification accuracy
- training examples
- classification systems
- linear classifiers
- classification models
- machine learning methods
- classification algorithm