Interpretable Learning Algorithm Based on XGBoost for Fault Prediction in Optical Network.
Chunyu ZhangDanshi WangChuang SongLingling WangJianan SongLuyao GuanMin ZhangPublished in: OFC (2020)
Keyphrases
- learning algorithm
- communication networks
- optical networks
- network structure
- generalization ability
- learning process
- machine learning algorithms
- learning scheme
- computer networks
- network model
- learning tasks
- wavelength division multiplexing
- packet switching
- network topologies
- telecommunication networks
- data sets
- complex networks
- multi class
- reinforcement learning
- bayesian networks
- machine learning