A Robust Machine Learning Approach for Path Loss Prediction in 5G Networks with Nested Cross Validation.
Ibrahim YaziciEmre GuresPublished in: CoRR (2023)
Keyphrases
- cross validation
- model selection
- machine learning
- variable selection
- support vector
- hyperparameters
- generalization error
- cross validated
- regression problems
- training set
- regularization parameter
- prediction model
- prediction accuracy
- machine learning methods
- unseen data
- sample size
- machine learning algorithms
- supervised learning
- ls svm
- data sets
- error estimates
- leave one out cross validation
- information criterion
- roc analysis
- meta learning
- support vector machine
- artificial neural networks
- feature selection
- neural network