Synthetic Benchmarks for Scientific Research in Explainable Machine Learning.
Yang LiuSujay KhandagaleColin WhiteWillie NeiswangerPublished in: NeurIPS Datasets and Benchmarks (2021)
Keyphrases
- machine learning
- machine learning methods
- learning algorithm
- image processing
- pattern recognition
- machine learning and data mining
- knowledge acquisition
- machine learning algorithms
- supervised learning
- inductive learning
- machine learning systems
- data mining
- explanation based learning
- computational biology
- supervised machine learning
- learning problems
- statistical methods
- data sets
- benchmark suite
- model selection
- support vector machine
- knowledge representation
- active learning
- computer science
- multiscale
- data management
- learning systems
- text mining
- natural language processing
- kernel methods
- knowledge discovery
- statistical learning
- hidden markov models
- decision trees