In-Home Sleep Apnea Severity Classification using Contact-free Load Cells and an AdaBoosted Decision Tree Algorithm.
Clara Mosquera LopezJoseph LeitschuhJohn CondonChad C. HagenCody HanksPeter G. JacobsPublished in: EMBC (2018)
Keyphrases
- decision tree algorithm
- decision trees
- classification rules
- classification models
- sleep stage
- cost sensitive
- sleep apnea
- machine learning
- classification algorithm
- decision rules
- classification accuracy
- text classification
- data pre processing
- decision tree algorithms
- support vector machine
- training set
- image processing
- data sets
- obstructive sleep apnea
- automatic analysis
- class labels
- active learning
- feature vectors
- feature extraction
- feature selection
- genetic algorithm