Ease.ML: A Lifecycle Management System for Machine Learning.
Leonel Aguilar MelgarDavid DaoShaoduo GanNezihe Merve GürelNora HollensteinJiawei JiangBojan KarlasThomas LemminTian LiYang LiXi RaoJohannes RauschCédric RenggliLuka RimanicMaurice WeberShuai ZhangZhikuan ZhaoKevin SchawinskiWentao WuCe ZhangPublished in: CIDR (2021)
Keyphrases
- management system
- machine learning
- maximum likelihood
- text mining
- machine learning methods
- data mining
- machine learning algorithms
- knowledge acquisition
- pattern recognition
- decision support system
- computational intelligence
- active learning
- natural language processing
- machine learning and data mining
- learning systems
- text classification
- support vector machine
- information extraction
- data analysis
- decision trees
- learning algorithm
- data sets
- statistical learning
- inductive learning
- inductive logic programming
- databases
- artificial intelligence
- database management systems
- statistical methods
- feature selection
- training data
- machine learning approaches
- evolutionary algorithm