Bootstrapping Training-Data Representations for Inductive Learning: A Case Study in Molecular Biology.
Haym HirshNathalie JapkowiczPublished in: AAAI (1994)
Keyphrases
- inductive learning
- molecular biology
- training data
- knowledge acquisition
- computational biology
- machine learning
- biological data
- classification trees
- protein structure
- microarray
- learning algorithm
- lazy learning
- data sets
- nucleotide sequences
- phylogenetic analysis
- feature generation
- domain theory
- induction algorithms
- training set
- decision trees
- inductive logic programming
- training examples
- information extraction
- prior knowledge
- supervised learning
- inductive bias
- high throughput
- logic programming
- domain knowledge
- artificial intelligence
- protein functional
- database