Deep Neural Network Hyper-Parameter Setting for Classification of Obstructive Sleep Apnea Episodes.
Ivanoe De FalcoGiuseppe De PietroGiovanna SanninoUmberto ScafuriErnesto TarantinoAntonio Della CioppaGiuseppe A. TrunfioPublished in: ISCC (2018)
Keyphrases
- neural network
- pattern recognition
- hyperparameters
- pattern classification
- cross validation
- decision trees
- training set
- feature vectors
- model selection
- fault diagnosis
- closed form
- support vector machine svm
- support vector machine
- support vector
- machine learning
- neural network model
- parameter settings
- obstructive sleep apnea
- sample size
- error rate
- supervised learning
- upper bound
- multiscale
- training data
- feature selection