ProDiGe: PRioritization Of Disease Genes with multitask machine learning from positive and unlabeled examples.
Fantine MordeletJean-Philippe VertPublished in: BMC Bioinform. (2011)
Keyphrases
- multi task
- disease genes
- machine learning
- learning tasks
- learning problems
- positive and unlabeled examples
- transfer learning
- feature selection
- machine learning algorithms
- text classification
- learning algorithm
- decision trees
- gaussian processes
- multi class
- active learning
- learning models
- supervised learning
- machine learning methods
- reinforcement learning
- inductive learning
- gene expression
- statistical methods
- natural language processing
- information extraction
- positive examples
- data sets
- learning experience
- text mining
- nearest neighbor
- inductive logic programming
- information gain
- support vector machine
- knowledge discovery
- similarity measure
- information retrieval