Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine Learning.
Felix MohrMarcel WeverAlexander TornedeEyke HüllermeierPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2021)
Keyphrases
- machine learning
- machine learning methods
- supervised learning
- learning systems
- decision trees
- computer vision
- machine learning approaches
- context sensitive
- learning tasks
- semi automated
- machine learning algorithms
- supervised machine learning
- neural network
- semi supervised learning
- model selection
- knowledge acquisition
- natural language processing
- pattern recognition
- feature selection
- artificial intelligence
- learning algorithm
- knowledge discovery
- active learning
- feature space
- data analysis
- computer science
- natural language
- contextual information
- search algorithm
- case study
- data mining
- database