Synbols: Probing Learning Algorithms with Synthetic Datasets.
Alexandre LacostePau RodríguezFrédéric Branchaud-CharronParmida AtighehchianMassimo CacciaIssam H. LaradjiAlexandre DrouinMatt CraddockLaurent CharlinDavid VázquezPublished in: CoRR (2020)
Keyphrases
- synthetic datasets
- learning algorithm
- real life
- real dataset
- experimental study
- synthetic data
- real world
- machine learning
- training data
- machine learning algorithms
- learning problems
- learning process
- original data
- reinforcement learning
- back propagation
- supervised learning
- gene expression datasets
- active learning
- learning scheme
- image processing
- training examples
- database
- xml documents
- learning rate
- computer vision
- data mining
- data sets