When Ensemble Learning Meets Deep Learning: a New Deep Support Vector Machine for Classification.
Zhiquan QiBo WangYingjie TianPeng ZhangPublished in: Knowl. Based Syst. (2016)
Keyphrases
- deep learning
- ensemble learning
- support vector machine
- generalization ability
- ensemble classifier
- unsupervised learning
- machine learning
- svm classifier
- support vector machine svm
- support vector
- restricted boltzmann machine
- feature selection
- ensemble methods
- unsupervised feature learning
- deep architectures
- multi class
- feature space
- weakly supervised
- base classifiers
- classification algorithm
- pattern recognition
- supervised learning
- machine learning methods
- text classification
- decision trees
- feature vectors
- training set
- model selection
- image classification
- feature extraction
- training data
- neural network
- machine learning algorithms
- learning algorithm
- face recognition
- concept drift
- active learning
- dimensionality reduction
- bp neural network
- data sets
- benchmark datasets