The Resolved Mutual Information Function as a Structural Fingerprint of Biomolecular Sequences for Interpretable Machine Learning Classifiers.
Katrin Sophie BohnsackMarika KadenJulia AbelSascha SaralajewThomas VillmannPublished in: Entropy (2021)
Keyphrases
- feature values
- mutual information
- machine learning
- training data
- feature selection
- image registration
- information theoretic
- decision trees
- similarity measure
- medical image registration
- hidden markov models
- machine learning methods
- information gain
- information extraction
- inductive logic programming
- learning algorithm
- mutual information maximization
- model selection
- data mining
- machine learning algorithms
- computer vision
- natural language processing
- kernel methods
- structural information
- multi class
- active learning
- supervised classification
- learning classifier systems
- feature extraction
- fingerprint identification
- neural network