SVM-Based Classification of Distant Proteins Using Hierarchical Motifs.
Jérôme MikolajczakGérard RamsteinYannick JacquesPublished in: IDEAL (2004)
Keyphrases
- support vector machine
- support vector machine svm
- support vector
- pattern recognition
- classification accuracy
- machine learning
- classification method
- classification algorithm
- decision trees
- svm classification
- svm classifier
- hierarchical classification
- supervised learning
- unsupervised learning
- feature selection
- computational methods
- rule discovery
- protein function prediction
- protein protein interactions
- dna sequences
- pattern discovery
- relevance feedback
- feature vectors
- feature extraction
- learning algorithm