PMLB: a large benchmark suite for machine learning evaluation and comparison.
Randal S. OlsonWilliam G. La CavaPatryk OrzechowskiRyan J. UrbanowiczJason H. MoorePublished in: BioData Min. (2017)
Keyphrases
- machine learning
- benchmark suite
- decision making
- pattern recognition
- gold standard
- supervised machine learning
- data mining
- comparative evaluation
- decision trees
- quantitative evaluation
- machine learning methods
- databases
- comprehensive evaluation
- evaluation methods
- natural language processing
- reinforcement learning
- data sets
- neural network
- artificial intelligence
- evaluation process
- computer vision
- evaluation model
- machine learning approaches
- training data
- computational biology
- information extraction
- learning tasks
- supervised learning
- transfer learning
- learning systems
- model selection
- knowledge acquisition
- computational intelligence
- text mining