Confound-leakage: Confound Removal in Machine Learning Leads to Leakage.
Sami HamdanBradley C. LoveGeorg G. von PolierSusanne WeisHolger SchwenderSimon B. EickhoffKaustubh R. PatilPublished in: CoRR (2022)
Keyphrases
- machine learning
- machine learning methods
- data mining
- explanation based learning
- learning systems
- knowledge acquisition
- machine learning approaches
- inductive learning
- computer vision
- multi agent
- computer science
- pattern recognition
- supervised machine learning
- learning tasks
- computational intelligence
- natural language processing
- knowledge discovery
- real time
- search algorithm
- data structure
- reinforcement learning
- feature selection
- artificial intelligence
- learning algorithm
- genetic algorithm
- databases