Retrained Classification of Tyrosinase Inhibitors and "In Silico" Potency Estimation by Using Atom-Type Linear Indices: A Powerful Tool for Speed up the Discovery of Leads.
Gerardo M. Casañola-MartínMahmud Tareq Hassan KhanHuong Le-Thi-ThuYovani Marrero-PonceRamón García-DomenechFrancisco TorrensAntonio RescignoPublished in: Int. J. Chemoinformatics Chem. Eng. (2012)
Keyphrases
- classification scheme
- decision trees
- pattern classification
- classification accuracy
- pattern recognition
- classification method
- support vector machine svm
- statistical classification
- density estimation
- user friendly
- closed form
- cross validation
- machine learning algorithms
- machine learning
- feature selection
- support vector
- preprocessing
- knowledge discovery
- feature set
- classification systems
- automatic classification
- feature vectors
- decision rules
- support vector machine
- supervised learning
- classification algorithm
- svm classifier
- fine grained
- semi supervised
- parameter estimation
- feature extraction
- data mining
- model selection
- image classification
- linearly separable