Unsupervised Classifiers, Mutual Information and 'Phantom Targets'.
John S. BridleAnthony J. R. HeadingDavid J. C. MacKayPublished in: NIPS (1991)
Keyphrases
- mutual information
- feature selection
- supervised classification
- information theoretic
- image registration
- training set
- training data
- unsupervised learning
- semi supervised
- decision trees
- supervised learning
- three dimensional
- competitive learning
- classification systems
- naive bayes
- unsupervised manner
- mutual information maximization
- information gain
- training samples
- machine learning algorithms
- test set
- support vector
- information theoretic measures
- supervised training
- ensemble classifier
- training examples
- conditional mutual information
- multiple classifiers
- similarity measure
- registration accuracy
- multiple targets
- knn
- classification rate
- support vector machine
- svm classifier
- classification accuracy
- classification models
- feature subset
- machine learning methods
- medical image registration
- semi supervised learning
- classification algorithm
- machine learning