Classification of Helitron's Types in the C.elegans Genome based on Features Extracted from Wavelet Transform and SVM Methods.
Rabeb TouatiImen MessaoudiAfef Elloumi OueslatiZied LachiriPublished in: BIOINFORMATICS (2018)
Keyphrases
- classification method
- extracting features
- feature vectors
- support vector machine svm
- svm classifier
- benchmark datasets
- classification models
- classification performances
- characteristic features
- svm classification
- support vector
- wavelet transform
- feature selection
- feature extraction
- support vector machine
- extracted features
- classification accuracy
- machine learning methods
- spam classification
- decision trees
- feature space
- feature set
- feature ranking
- image features
- multi class
- feature maps
- classification algorithm
- linear svm
- knn
- multi class classification
- selected features
- naive bayes classifier
- ensemble classifier
- single feature
- feature reduction
- high throughput
- highly discriminative
- multiscale
- image classification