Frouros: An open-source Python library for drift detection in machine learning systems.
Jaime Céspedes SisniegaÁlvaro López GarcíaPublished in: SoftwareX (2024)
Keyphrases
- open source
- machine learning systems
- drift detection
- concept drift
- machine learning
- open source software
- machine learning algorithms
- learning systems
- learning classifier systems
- supervised learning algorithms
- data streams
- non stationary
- genetic programming
- nearest neighbor
- machine learning methods
- change detection
- inductive learning
- decision trees
- feature selection
- learning algorithm