Feature selection based on Mutual Information in supervised learning.
Wenjun ZhuLiqing ZhangPublished in: ICNC (2011)
Keyphrases
- mutual information
- feature selection
- supervised learning
- conditional mutual information
- information theoretic
- unsupervised learning
- information gain
- similarity measure
- machine learning
- training data
- active learning
- multi modal image registration
- medical image registration
- training set
- semi supervised
- learning problems
- unlabeled data
- text categorization
- statistical learning
- support vector
- feature space
- text classification
- feature set
- supervised and unsupervised learning
- feature selection algorithms
- image registration
- information theoretic measures
- supervised machine learning
- learning algorithm
- multimodal image registration
- reinforcement learning
- classification accuracy
- support vector machine
- learning tasks
- generalization error
- neural network
- normalized mutual information
- information theoretic criterion
- irrelevant features
- accurate classification
- selection criterion
- classification models
- semi supervised learning
- labeled data
- model selection
- multi class