Z-Bag: a Classification Ensemble System with posterior Probabilistic outputs.
Zhonghui XuCalin VoichitaSorin DraghiciRoberto RomeroPublished in: Comput. Intell. (2013)
Keyphrases
- probabilistic model
- classification accuracy
- decision trees
- training set
- pattern recognition
- image classification
- final classification
- ensemble classification
- posterior probability
- classification algorithm
- support vector machine svm
- training samples
- class probabilities
- majority voting
- support vector
- training data
- feature extraction
- feature selection
- machine learning
- multi instance
- concept drifting data streams
- classifier ensemble
- classification systems
- neural network
- bag of words
- benchmark datasets
- model selection
- feature set
- learning algorithm
- probability distribution
- combining classifiers
- knn
- accurate classifiers
- multiple classifiers
- supervised learning
- visual features
- regression problems
- decision boundary
- generalization ability
- random forest
- classification models
- ensemble methods