Reduced, Reused and Recycled: The Life of a Dataset in Machine Learning Research.
Bernard KochEmily DentonAlex HannaJacob G. FosterPublished in: NeurIPS Datasets and Benchmarks (2021)
Keyphrases
- machine learning
- machine learning algorithms
- pattern recognition
- learning systems
- artificial intelligence
- decision trees
- knowledge acquisition
- machine learning methods
- inductive learning
- supervised machine learning
- computer vision
- machine learning approaches
- significantly reduced
- unsupervised learning
- model selection
- computer science
- reinforcement learning
- learning algorithm
- computational biology
- daily life
- learning tasks
- text mining
- explanation based learning
- everyday life
- feature engineering
- benchmark datasets
- computational intelligence
- database
- information extraction
- support vector machine
- knowledge representation
- video sequences
- feature selection
- information systems
- data mining
- neural network
- real time