Exploring explainable AI: category theory insights into machine learning algorithms.
Ares Fabregat-HernándezJavier PalancaVicent J. BottiPublished in: Mach. Learn. Sci. Technol. (2023)
Keyphrases
- machine learning algorithms
- machine learning
- benchmark data sets
- learning algorithm
- decision trees
- learning problems
- machine learning methods
- predictive accuracy
- artificial intelligence
- machine learning approaches
- theoretical insights
- learning tasks
- machine learning models
- random forests
- input features
- knowledge representation
- expert systems
- text mining
- statistical machine learning
- data mining
- multi class
- machine learning systems
- transfer learning
- multiclass classification
- supervised learning algorithms
- learning models
- information theory
- semi supervised learning