Classification System for Multi-class Biomedical Data that Allows Different Data Fusion Strategies.
Sebastian StudentKrzysztof LakomiecAlicja PluciennikWojciech BenszKrzysztof FujarewiczPublished in: ITIB (2019)
Keyphrases
- multi class
- biomedical data
- data sets
- multiple classes
- data mining methods
- data reduction
- multi class classification
- cost sensitive
- classification accuracy
- support vector machine
- machine learning
- knowledge driven
- binary classifiers
- data sources
- training data
- knowledge discovery
- data analysis
- feature extraction
- feature selection
- systems biology
- multi class classifier
- multi class boosting
- fusion strategies
- error correcting output codes
- decision trees
- face recognition
- training set
- pairwise
- data integration
- data points