Synergy and Redundancy in Dual Decompositions of Mutual Information Gain and Information Loss.
Daniel ChicharroStefano PanzeriPublished in: Entropy (2017)
Keyphrases
- information gain
- information loss
- text categorization
- decision trees
- feature selection
- mutual information
- chi squared
- chi square
- data quality
- extra information
- disclosure risk
- naive bayes
- information content
- correlation coefficient
- databases
- gain ratio
- machine learning
- neural network
- data sets
- text classification
- classification accuracy
- image analysis
- pairwise
- occurrence frequency