Algorithmically generating new algebraic features of polynomial systems for machine learning.
Dorian FlorescuMatthew EnglandPublished in: CoRR (2019)
Keyphrases
- machine learning
- learning systems
- machine learning approaches
- machine learning methods
- abstraction levels
- data analysis
- classification accuracy
- feature vectors
- expert systems
- feature construction
- feature generation
- feature extraction
- decision trees
- feature selection
- artificial intelligence
- natural language processing
- machine learning systems
- complex systems
- false positives
- learning methodologies
- benchmark datasets
- machine learning algorithms
- building blocks
- feature set
- data sets
- support vector machine
- reinforcement learning
- multiscale
- learning algorithm
- data mining