Visualizing Validation of Protein Surface Classifiers.
Alper SarikayaDanielle AlbersJake MitchellMichael GleicherPublished in: Comput. Graph. Forum (2014)
Keyphrases
- training data
- amino acids
- protein sequences
- training set
- remote homology detection
- protein structure
- surface reconstruction
- test set
- training samples
- feature selection
- molecular dynamics
- machine learning algorithms
- d objects
- support vector
- naive bayes
- feature set
- classification method
- three dimensional
- linear classifiers
- ensemble classifier
- decision trees
- class labels
- svm classifier
- knn
- supervised classification
- protein structure prediction
- dead end
- data sets