Protein Structural Signatures Revisited: Geometric Linearity of Main Chains are More Relevant to Classification Performance than Packing of Residues.
João Arthur F. Gadelha CampeloCleiton Rodrigues MonteiroCarlos Henrique da SilveiraSabrina de Azevedo SilveiraRaquel Cardoso de Melo MinardiPublished in: IWBBIO (1) (2019)
Keyphrases
- protein structural
- protein sequences
- classification accuracy
- text classification
- feature space
- support vector
- feature extraction
- protein structure
- feature selection
- image classification
- machine learning
- support vector machine svm
- model selection
- support vector machine
- data mining
- kernel function
- svm classifier
- cost sensitive
- multi class
- sequence data
- statistical significance
- training set