MetaSleepLearner: Fast Adaptation of Bio-signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning.
Nannapas BanluesombatkulPichayoot OuppaphanPitshaporn LeelaarpornPayongkit LakhanBusarakum ChaitusaneyNattapong JaimchariyatamEkapol ChuangsuwanichNat DilokthanakulTheerawit WilaiprasitpornPublished in: CoRR (2020)
Keyphrases
- meta learning
- sleep stage
- decision trees
- feature selection
- inductive learning
- meta knowledge
- learning tasks
- model selection
- sleep apnea
- machine learning algorithms
- feature space
- machine learning
- data sets
- metamodel
- training data
- prior knowledge
- support vector machine
- multi class
- class labels
- svm classifier
- base classifiers
- data mining
- expert systems
- reinforcement learning