Classifier Generation by Combining Domain Knowledge and Machine Learning.
Violeta MirchevskaPublished in: Informatica (Slovenia) (2014)
Keyphrases
- domain knowledge
- machine learning
- multiple classifier systems
- feature selection
- training data
- support vector machine
- decision trees
- learning algorithm
- explanation based learning
- learning classifier systems
- combining classifiers
- domain theory
- machine learning algorithms
- training set
- machine learning methods
- feature space
- pattern recognition
- linear classifiers
- supervised classification
- classification algorithm
- domain experts
- class labels
- knowledge engineering
- learning problems
- svm classifier
- model selection
- computer science
- knowledge acquisition
- knowledge sources
- inductive learning
- multiple classifiers
- information extraction
- classifier systems
- multi class
- data mining
- classifier combination
- cost sensitive learning
- data analysis
- active learning
- text mining
- classification scheme
- feature set
- statistical methods
- neural network