Classification of ADHD and Non-ADHD using theta/beta power ratio features.
Juan L. Lopez MarcanoMartha Ann BellA. A. Louis BeexPublished in: BHI (2017)
Keyphrases
- classification accuracy
- feature vectors
- feature set
- feature space
- feature extraction
- classification process
- benchmark datasets
- classification method
- support vector machine
- classification models
- extracting features
- features extraction
- extracted features
- svm classifier
- classification scheme
- attention deficit hyperactivity disorder
- pattern classification
- discriminating features
- feature analysis
- svm classification
- feature values
- gender classification
- support vector machine svm
- feature construction
- irrelevant features
- machine learning approaches
- pattern recognition
- feature weights
- image classification
- correct classification rate
- multi class
- decision trees
- machine learning
- preprocessing
- high dimensionality
- feature extraction and classification
- feature reduction
- feature selection
- ensemble classifier
- eeg signals
- feature representation
- training set
- feature selection algorithms
- worst case
- classification rules
- classification algorithm
- text classification
- false positives