The Helitron family classification using SVM based on Fourier transform features applied on an unbalanced dataset.
Rabeb TouatiAfef Elloumi OueslatiImen MessaoudiZied LachiriPublished in: Medical Biol. Eng. Comput. (2019)
Keyphrases
- fourier transform
- feature set
- svm classifier
- classification accuracy
- feature vectors
- benchmark datasets
- feature extraction
- classification method
- frequency domain
- support vector machine svm
- support vector machine
- feature space
- fourier descriptors
- svm classification
- support vector
- pattern recognition
- extracted features
- feature selection
- signal processing
- decision trees
- machine learning
- fourier domain
- fourier coefficients
- denoising
- knn
- training set
- multiscale
- eeg signals
- structural features
- spectral features