Classification and Prediction of Communication Cables Length Based on S-Parameters Using a Machine-Learning Method.
Mohammad Al BatainehMalik Mohamed UmarAquib MoinMousa I. HusseinMahmoud Al AhmadPublished in: IEEE Access (2023)
Keyphrases
- decision trees
- pattern recognition
- classification accuracy
- image classification
- root mean square error
- text classification
- classification systems
- multi layer perceptron
- support vector
- radial basis function network
- radial basis function neural network
- classification models
- sensitivity analysis
- prediction accuracy
- support vector machine svm
- linear regression model
- feature extraction
- maximum likelihood
- decision rules
- pattern classification
- communication networks
- classification scheme
- nearest neighbour algorithm
- automatic classification
- machine learning
- prediction error
- parameter values
- prediction model
- parameter space
- machine learning algorithms
- expectation maximization
- feature set
- preprocessing
- feature selection