Handcrafted versus non-handcrafted (self-supervised) features for the classification of antimicrobial peptides: complementary or redundant?
César R. García-JacasLuis A. García-GonzálezFelix Martinez-RiosIssac P. Tapia-ContrerasCarlos A. BrizuelaPublished in: Briefings Bioinform. (2022)
Keyphrases
- classification accuracy
- feature extraction
- feature vectors
- feature set
- classification method
- svm classifier
- classification process
- feature space
- extracting features
- classification models
- pattern recognition
- extracted features
- image features
- image classification
- benchmark datasets
- machine learning
- feature analysis
- feature selection algorithms
- irrelevant features
- gender classification
- decision trees
- pattern classification
- training set
- semi supervised
- features extraction
- feature weights
- redundant features
- classification scheme
- feature values
- discriminative features
- false positives
- linear svm