The perils of machine learning in designing new chemicals and materials.
Sadasivan ShankarRichard N. ZarePublished in: Nat. Mach. Intell. (2022)
Keyphrases
- machine learning
- machine learning methods
- learning algorithm
- decision trees
- learning tasks
- learning systems
- feature selection
- machine learning algorithms
- pattern recognition
- data mining
- machine learning and data mining
- knowledge acquisition
- text mining
- supervised learning
- information extraction
- support vector machine
- data analysis
- artificial intelligence
- database systems
- inductive learning
- learning problems
- statistical methods
- computer vision
- knowledge representation
- natural language
- model selection
- unsupervised learning
- reinforcement learning
- computational intelligence
- support vector
- learning materials
- natural language processing
- genetic algorithm
- computer science
- explanation based learning
- real world
- supervised machine learning