Membership authentication in the dynamic group by face classification using SVM ensemble.
Shaoning PangDaijin KimSung Yang BangPublished in: Pattern Recognit. Lett. (2003)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- feature selection
- training set
- svm classifier
- classification algorithm
- ensemble classifier
- classification method
- feature vectors
- generalization ability
- classification accuracy
- machine learning
- final classification
- svm classification
- regression problems
- decision trees
- text classification
- unbalanced data
- fold cross validation
- pattern recognition
- feature space
- benchmark datasets
- improves the classification accuracy
- class labels
- support vector machine classifiers
- cost sensitive
- ensemble methods
- training data
- random forest
- decision boundary
- kernel function
- text classifiers
- binary classification problems
- supervised learning
- biometric authentication
- neural network
- high classification accuracy
- image classification
- feature extraction
- multi class
- binary classification
- classification models
- machine learning methods
- multi class classification
- imbalanced data
- user authentication
- concept drift
- knn
- cross validation