Classification of Emotional Signals from the DEAP dataset.
Giuseppe PlacidiPaolo Di GiamberardinoAndrea PetraccaMatteo SpezialettiDaniela IacovielloPublished in: NEUROTECHNIX (2016)
Keyphrases
- benchmark datasets
- signal processing
- classification process
- classification scheme
- feature extraction
- support vector
- pattern recognition
- classification systems
- machine learning
- automatic classification
- classification method
- decision trees
- support vector machine
- class labels
- classification accuracy
- eeg signals
- training dataset
- classification rate
- uci datasets
- pattern classification
- decision rules
- feature selection
- extracted features
- classification rules
- object classification
- synthetic datasets
- machine learning algorithms
- support vector machine svm
- feature set
- spectral analysis
- data sets