Spurious Correlations in Machine Learning: A Survey.
Wenqian YeGuangtao ZhengXu CaoYunsheng MaXia HuAidong ZhangPublished in: CoRR (2024)
Keyphrases
- machine learning
- information extraction
- learning algorithm
- machine learning methods
- pattern recognition
- data mining
- text classification
- support vector machine
- computer vision
- active learning
- learning problems
- natural language processing
- learning systems
- text mining
- machine learning algorithms
- knowledge acquisition
- semi supervised learning
- knowledge discovery
- machine learning approaches
- spatial correlation
- decision trees
- machine learning systems
- artificial intelligence
- strongly correlated
- application of machine learning methods
- statistical learning
- highly correlated
- explanation based learning
- machine learning models
- database
- inductive logic programming
- computational intelligence
- knowledge representation
- expert systems
- data analysis
- decision making
- feature selection
- information retrieval
- real world