A Performance Analysis of Supervised Learning Classifiers for QoT Estimation in ROADM-Based Networks.
Alan A. Díaz-MontielMarco RuffiniPublished in: ONDM (2019)
Keyphrases
- linear classifiers
- supervised learning
- unsupervised learning
- machine learning
- learning algorithm
- training data
- network structure
- supervised machine learning
- estimation algorithm
- learning problems
- learning tasks
- semi supervised
- social networks
- model selection
- text classification
- semi supervised learning
- unlabeled data
- machine learning algorithms
- class labels
- classification algorithm
- nearest neighbor
- complex networks
- active learning
- computer networks
- training set
- accurate estimation
- data sets