Comments on an ensemble average classifier for pattern recognition machines.
Chaur-Chin ChenRichard C. DubesAnil K. JainPublished in: Pattern Recognit. (1990)
Keyphrases
- pattern recognition
- ensemble learning
- learning machines
- classifier ensemble
- multiple classifiers
- ensemble classifier
- training data
- individual classifiers
- classifier combination
- final classification
- multiple classifier systems
- neural network
- training set
- decision tree classifiers
- weak learners
- feature selection
- ensemble methods
- combining classifiers
- learning algorithm
- accurate classifiers
- signal processing
- pattern recognition problems
- majority voting
- classification algorithm
- machine learning
- binary classification problems
- image processing
- decision trees
- random forest
- svm classifier
- base classifiers
- random forests
- combination of multiple classifiers
- feature extraction
- support vector
- feature ranking
- training examples
- support vector machine
- cross validation
- base learners
- support vector machine svm
- fuzzy sets
- dimensionality reduction
- classification accuracy
- binary classifiers
- generalization ability
- classification process
- roc curve
- ensemble members
- generalization error