Mutual information without the influence of phylogeny or entropy dramatically improves residue contact prediction.
S. D. DunnLindi M. WahlGregory B. GloorPublished in: Bioinform. (2008)
Keyphrases
- mutual information
- information theoretic
- prediction accuracy
- image registration
- feature selection
- similarity measure
- multi modal image registration
- information content
- conditional mutual information
- information gain
- medical image registration
- prediction error
- information theoretic measures
- shannon entropy
- kullback leibler divergence
- prediction model
- conditional entropy
- contact map
- sequence data
- selection criterion
- information theory
- statistical dependence
- prediction algorithm
- multi modality
- protein structure prediction
- pattern recognition
- relative entropy
- normalized mutual information
- information theoretic criterion
- mutual information maximization
- neural network
- phylogenetic trees
- factors influencing
- decision trees
- image processing
- computer vision