On a scalable entropic breaching of the overfitting barrier in machine learning.
Illia HorenkoPublished in: CoRR (2020)
Keyphrases
- machine learning
- decision trees
- data mining
- learning algorithm
- knowledge acquisition
- active learning
- natural language processing
- machine learning algorithms
- pattern recognition
- supervised learning
- information extraction
- learning tasks
- cross validation
- inductive learning
- explanation based learning
- artificial intelligence
- computational biology
- machine learning approaches
- machine learning and data mining
- data sets
- web scale
- kernel methods
- information theory
- model selection
- knowledge discovery
- knowledge representation
- feature selection
- computer vision
- highly scalable
- databases