Normalized mutual information is a biased measure for classification and community detection.
Maximilian JerdeeAlec KirkleyM. E. J. NewmanPublished in: CoRR (2023)
Keyphrases
- community detection
- normalized mutual information
- similarity measure
- complex networks
- network analysis
- community structure
- social networks
- networked data
- mutual information
- pattern recognition
- decision trees
- medical image registration
- natural language processing
- social network analysis
- information theory
- feature selection
- machine learning
- markov chain
- supervised learning
- feature vectors
- link prediction
- community detection algorithms