Accuracy Assessment and Cross-Validation of LPWAN Propagation Models in Urban Scenarios.
Martin StusekDmitri MoltchanovPavel MasekKonstantin MikhaylovOtto ZemanMartin RoubicekYevgeni KoucheryavyJiri HosekPublished in: IEEE Access (2020)
Keyphrases
- cross validation
- model selection
- unseen data
- hyperparameters
- support vector
- cross validated
- information criterion
- leave one out cross validation
- error estimates
- variable selection
- real world
- parameter estimation
- sample size
- probabilistic model
- training set
- generalization error
- ls svm
- roc analysis
- regression problems
- bayesian framework
- error analysis
- regression model
- prediction accuracy
- generative model
- machine learning
- data mining