Automated Evolutionary Approach for the Design of Composite Machine Learning Pipelines.
Nikolay O. NikitinPavel VychuzhaninMikhail SarafanovIana S. PolonskaiaIlia RevinIrina V. BarabanovaGleb MaximovAnna V. KalyuzhnayaAlexander BoukhanovskyPublished in: CoRR (2021)
Keyphrases
- machine learning
- genetic algorithm
- computer vision
- user interface
- information retrieval
- learning algorithm
- case study
- evolutionary computation
- knowledge based systems
- semi automated
- database
- design decisions
- knowledge engineering
- big data
- machine learning methods
- model selection
- knowledge acquisition
- natural language processing
- support vector machine
- active learning
- computer science
- pattern recognition