Integration Of Evolutionary Automated Machine Learning With Structural Sensitivity Analysis For Composite Pipelines.
Nikolay O. NikitinMaiia PinchukValerii PokrovskiiPeter ShevchenkoAndrey GetmanovYaroslav AksenkinIlia RevinAndrey StebenkovEkaterina PoslavskayaAnna V. KalyuzhnayaPublished in: CoRR (2023)
Keyphrases
- sensitivity analysis
- machine learning
- managerial insights
- influence diagrams
- machine learning methods
- machine learning algorithms
- computer vision
- variational inequalities
- decision trees
- data mining
- evolutionary computing
- structural information
- genetic algorithm
- decision variables
- active learning
- learning algorithm
- knowledge representation
- data integration
- knowledge discovery
- pattern recognition
- evolutionary computation
- information extraction
- reinforcement learning
- text classification
- statistical methods
- inductive logic programming
- machine learning approaches
- linear programming
- text mining
- viewpoint
- evolutionary optimization
- natural language processing