Reducing Complexity and Enhancing Predictive Power of ML-Based Lightpath QoT Estimation via SHAP-Assisted Feature Selection.
Hussein FawazFarhad ArpanaeiDavide AndreolettiIhab SbeityJosé Alberto HernándezDavid LarrabeitiOmran AyoubPublished in: ONDM (2024)
Keyphrases
- predictive power
- feature selection
- logistic regression
- prediction accuracy
- predictive accuracy
- bayesian logistic regression
- maximum likelihood
- support vector
- text categorization
- computational complexity
- feature space
- classification accuracy
- worst case
- text classification
- irrelevant features
- selected features
- semi supervised
- multi class
- naive bayes
- parameter estimation
- neural network
- fuzzy sets
- machine learning