Transforming OMIC features for classification using siamese convolutional networks.
Qian WangMeiyu DuanYusi FanShuai LiuYanjiao RenLan HuangFengfeng ZhouPublished in: J. Bioinform. Comput. Biol. (2022)
Keyphrases
- feature set
- classification accuracy
- feature vectors
- feature extraction
- feature space
- classification process
- classification method
- classification models
- feature analysis
- svm classifier
- class labels
- feature selection
- feature representation
- benchmark datasets
- gender classification
- features extraction
- feature values
- pattern recognition
- decision trees
- extracted features
- image classification
- support vector machine
- feature extraction and classification
- classification scheme
- decision tree classifiers
- feature construction
- low level
- pattern classification
- automatic classification
- textural features
- high dimensionality
- feature selection algorithms
- gabor filters
- machine learning
- classification algorithm
- text classification
- machine learning algorithms
- irrelevant features
- extracting features
- training samples
- unsupervised learning
- feature reduction
- object recognition
- unsupervised feature learning