Predicting optical parameters of nanostructured optical fibers using machine learning algorithms.
Stanislaw KazmierczakRafal KasztelanicRyszard BuczynskiJacek MandziukPublished in: Eng. Appl. Artif. Intell. (2024)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- machine learning
- predictive accuracy
- decision trees
- optical properties
- machine learning methods
- machine learning models
- learning problems
- learning tasks
- machine learning approaches
- random forests
- input features
- multiclass classification
- cross sections
- real world
- human brain
- neural network
- data mining methods
- kernel methods
- semi supervised learning
- statistical machine learning