Exploring Label Dependency in Active Learning for Phenotype Mapping.
Shefali SharmaLeslie LangeJosé Luis AmbiteYigal ArensChun-Nan HsuPublished in: BioNLP@HLT-NAACL (2012)
Keyphrases
- active learning
- label noise
- active learning framework
- labeling effort
- unlabeled instances
- learning algorithm
- active learner
- annotation effort
- training examples
- image labeling
- class imbalance
- multi label
- gene expression
- learning strategies
- genome wide
- semi supervised
- selective sampling
- training set
- experimental design
- class labels
- active learning strategies
- semi supervised learning
- supervised learning
- information retrieval
- machine learning
- imbalanced data classification
- pool based active learning
- neural network
- random sampling
- cost sensitive
- information content
- relevance feedback
- mobile robot
- feature selection