Environmental Cross-Validation of NLOS Machine Learning Classification/Mitigation with Low-Cost UWB Positioning Systems.
Valentín BarralCarlos J. EscuderoJosé Antonio García-NayaPedro Suárez-CasalPublished in: Sensors (2019)
Keyphrases
- cross validation
- model selection
- machine learning
- low cost
- support vector
- regression problems
- training set
- roc analysis
- cross validated
- unseen data
- variable selection
- hyperparameters
- nearest neighbor classifiers
- pattern recognition
- generalization error
- regularization parameter
- svm classification
- machine learning algorithms
- support vector machine
- machine learning methods
- classification accuracy
- learning algorithm
- feature selection
- binary classifiers
- data mining
- text classification
- decision trees
- multipath
- supervised learning
- k nearest neighbour
- feature space