Picking groups instead of samples: A close look at Static Pool-based Meta-Active Learning.
Ignasi MasJosep Ramon MorrosVerónica VilaplanaPublished in: CoRR (2019)
Keyphrases
- active learning
- sample selection
- random sample
- training set
- random sampling
- representative samples
- training examples
- stratified sampling
- data sets
- machine learning
- selective sampling
- semi supervised
- meta level
- supervised learning
- active learner
- learning strategies
- training samples
- unlabeled data
- semi supervised learning
- relevance feedback
- case study
- learning algorithm
- batch mode active learning
- imbalanced data classification
- query by committee
- experimental design
- small number
- social networks
- data mining