Classification of HIV-1 protease crystal structures using Random Forest, linear discriminant analysis and logistic regression.
Gene M. KoA. Srinivas ReddySunil KumarSrinivas A. BaileyRajni GargPublished in: CIBCB (2010)
Keyphrases
- logistic regression
- random forest
- linear discriminant analysis
- fold cross validation
- decision trees
- support vector
- random forests
- involving high dimensional data
- linear support vector machines
- discriminant analysis
- support vector machine svm
- feature set
- dimension reduction
- classification accuracy
- support vector machine
- feature space
- naive bayes
- feature extraction
- face recognition
- ensemble methods
- principal component analysis
- linear svm
- machine learning algorithms
- feature selection
- loss function
- dimensionality reduction
- svm classifier
- kernel function
- subspace methods
- knn
- training set
- machine learning
- k nearest neighbor
- pairwise
- high dimensional data
- unsupervised learning
- text classification