Distribution-Preserving Stratified Sampling for Learning Problems.
Cristiano CervelleraDanilo MacciòPublished in: IEEE Trans. Neural Networks Learn. Syst. (2018)
Keyphrases
- learning problems
- stratified sampling
- training and test data
- learning tasks
- machine learning algorithms
- learning algorithm
- supervised learning
- reinforcement learning
- semi supervised learning
- kernel methods
- machine learning
- random sampling
- sampling strategies
- active learning
- training data
- data analysis
- semi supervised
- data sets
- learning experience
- feature extraction
- decision trees
- information retrieval