Performance Evaluation in Machine Learning: The Good, the Bad, the Ugly, and the Way Forward.
Peter A. FlachPublished in: AAAI (2019)
Keyphrases
- machine learning
- machine learning methods
- learning algorithm
- machine learning algorithms
- pattern recognition
- computer science
- inductive learning
- knowledge acquisition
- learning systems
- natural language processing
- knowledge discovery
- data mining
- supervised machine learning
- statistical methods
- unsupervised learning
- active learning
- decision trees
- feature selection
- computer vision
- artificial intelligence
- genetic algorithm
- database
- information extraction
- reinforcement learning
- case study
- computational biology
- explanation based learning
- machine learning systems