Interpretable XGBoost Based Classification of 12-lead ECGs Applying Information Theory Measures From Neuroscience.
Hardik RaipalMadalina SasChris LockwoodRebecca JoakimNicholas S. PetersMax FalkenbergPublished in: CinC (2020)
Keyphrases
- information theory
- information theoretic
- statistical learning
- shannon entropy
- statistical mechanics
- decision trees
- pattern recognition
- jensen shannon divergence
- conditional entropy
- relative entropy
- model selection
- machine learning
- support vector machine
- feature selection
- supervised learning
- statistical physics
- feature vectors
- feature space
- rate distortion theory
- cost sensitive
- maximum entropy
- cognitive science
- mutual information
- image registration