A disagreement based co-active learning method for sleep stage classification.
Ayse Betul YuceYusuf YaslanPublished in: IWSSIP (2016)
Keyphrases
- active learning
- classification method
- support vector machine svm
- preprocessing
- classification accuracy
- feature set
- benchmark data sets
- high accuracy
- support vector machine
- machine learning methods
- significant improvement
- decision rules
- error rate
- classification process
- pattern classification
- training set
- cross validation
- detection method
- training samples
- unsupervised learning
- training phase
- probabilistic model
- classification scheme
- classification procedure
- roc curve
- ordinal data
- similarity measure
- classification algorithm
- clustering method
- relevance feedback
- cost function
- feature vectors
- training data