Decision Trees for Hierarchical Multilabel Classification: A Case Study in Functional Genomics.
Hendrik BlockeelLeander SchietgatJan StruyfSaso DzeroskiAmanda ClarePublished in: PKDD (2006)
Keyphrases
- multilabel classification
- decision trees
- functional genomics
- ensemble methods
- instance based learning
- logistic regression
- rule induction
- gene expression
- multi label
- lazy learning
- text mining
- life sciences
- drug design
- nearest neighbor
- data analysis
- naive bayes
- gene expression data
- machine learning
- machine learning algorithms
- microarray
- text categorization
- data sets
- biological data
- support vector machine
- training data
- artificial intelligence
- learning algorithm
- information retrieval
- databases