ML-based pre-deployment SDN performance prediction with neural network boosting regression.
Weiwei JiangHaoyu HanMiao HeWeixi GuPublished in: Expert Syst. Appl. (2024)
Keyphrases
- neural network
- prediction model
- prediction accuracy
- regression model
- classification and regression trees
- linear regression model
- gradient boosting
- artificial neural networks
- maximum likelihood
- sequence prediction
- linear regression
- kernel ridge regression
- back propagation
- neural network model
- elman network
- ensemble methods
- conformal prediction
- recurrent neural networks
- ridge regression
- regression problems
- multi layer perceptron
- fuzzy neural network
- support vector regression
- radial basis function network
- bp neural network
- model selection
- fuzzy logic
- knn
- feature selection
- predictive clustering trees
- learning algorithm
- rbf network
- predictive model
- nearest neighbour
- multilayer perceptron
- fault diagnosis
- multiple linear regression