An ensemble average classifier for pattern recognition machines.
Fayez W. ZakiA. I. Abd el-FattahYehia M. EnabEl-Sayed H. El-KonyalyPublished in: Pattern Recognit. (1988)
Keyphrases
- pattern recognition
- ensemble learning
- learning machines
- multiple classifiers
- classifier ensemble
- multiple classifier systems
- training data
- training set
- neural network
- classifier combination
- ensemble classifier
- pattern recognition problems
- final classification
- individual classifiers
- combination of multiple classifiers
- combining classifiers
- image analysis
- learning algorithm
- decision tree classifiers
- weak learners
- ensemble methods
- feature selection
- data sets
- classification process
- image processing
- majority voting
- random forests
- large margin classifiers
- support vector
- signal processing
- pruning algorithm
- decision trees
- pattern classification
- training process
- binary classifiers
- classification method
- support vector machine
- base classifiers
- machine learning
- feature extraction
- training samples
- bias variance decomposition
- fuzzy sets
- accurate classifiers
- classification algorithm
- decision forest
- support vector machine svm
- svm classifier
- binary classification problems
- feature ranking
- computer vision
- linear classifiers
- random forest