Classification of Some Active HIV-1 Protease Inhibitors and Their Inactive Analogues Using Some Uncorrelated Three-Dimensional Molecular Descriptors and a Fuzzy c-Means Algorithm.
Thy-Hou LinGing-Ming WangYao-Hua HsuPublished in: J. Chem. Inf. Comput. Sci. (2002)
Keyphrases
- hiv protease
- fuzzy c means algorithm
- coarse grained
- feature vectors
- fine grained
- fuzzy c means
- human immunodeficiency virus
- linear support vector machines
- protein protein interactions
- classification accuracy
- hiv pr
- decision trees
- machine learning
- fuzzy clustering
- support vector machine
- training set
- feature space
- sequence analysis
- support vector
- drug resistance
- feature selection
- supervised learning
- feature extraction