A theoretical framework for evaluating forward feature selection methods based on mutual information.
Francisco MacedoMaria Rosário de OliveiraAntónio PachecoRui ValadasPublished in: CoRR (2017)
Keyphrases
- theoretical framework
- mutual information
- information theoretic
- image registration
- theoretical foundation
- feature selection
- similarity measure
- medical image registration
- information gain
- conditional mutual information
- mutual information maximization
- information theoretic measures
- collaborative knowledge building
- statistical learning theory
- conceptual framework
- computer vision
- conceptual change
- social networks
- deformation field
- web services
- machine learning