Interpretation of microbiota-based diagnostics by explaining individual classifier decisions.
A. EckLuisa M. ZintgrafE. F. J. de GrootTim G. J. de MeijTaco S. CohenP. H. M. SavelkoulMax WellingA. E. BuddingPublished in: BMC Bioinform. (2017)
Keyphrases
- training data
- decision makers
- classification decisions
- decision trees
- classifier systems
- learning algorithm
- decision making
- classification algorithm
- training set
- feature selection
- linear classifiers
- support vector
- high level
- classifier ensemble
- classification scheme
- support vector machine
- higher level
- semi supervised learning
- training examples
- feature space
- machine learning
- classification rate
- multi class
- learning classifier systems
- pairwise
- classifier combination
- condition monitoring
- pattern recognition