LOCUSTRA: Accurate Prediction of Local Protein Structure Using a Two-Layer Support Vector Machine Approach.
Olav ZimmermannUlrich H. E. HansmannPublished in: J. Chem. Inf. Model. (2008)
Keyphrases
- protein structure
- protein tertiary structure
- support vector machine
- contact map
- protein structure prediction
- experimentally determined
- protein sequences
- stock market prediction
- contact maps
- molecular biology
- prediction accuracy
- protein function prediction
- amino acid sequences
- secondary structure
- multi class
- nuclear magnetic resonance
- amino acids
- highly accurate
- svm classifier
- kernel methods
- training set
- feature space
- high quality
- machine learning
- protein folding
- computational approaches
- support vector machine svm
- high accuracy
- protein classification
- feature vectors
- protein structure alignment
- protein backbone
- training data