HECNet: a hierarchical approach to enzyme function classification using a Siamese Triplet Network.
Safyan Aman MemonKinaan Aamir KhanHammad NaveedPublished in: Bioinform. (2020)
Keyphrases
- hierarchical classification
- pattern recognition
- classification accuracy
- automatic classification
- classification method
- feature extraction
- machine learning
- image classification
- classification algorithm
- support vector machine svm
- classification scheme
- unsupervised learning
- decision rules
- text classification
- classification rules
- decision trees
- communication networks
- pattern classification
- classification models
- classification systems
- feature vectors
- support vector
- network model
- multi layer perceptron
- radial basis function network
- hierarchical structure
- class labels
- benchmark datasets
- machine learning algorithms
- training samples
- model selection
- supervised learning
- knn
- preprocessing