Assessment of Docking Poses: Interactions-Based Accuracy Classification (IBAC) versus Crystal Structure Deviations.
Romano T. KroemerAnna VulpettiJoseph J. McDonaldDouglas C. RohrerJean-Yves TrossetFabrizio GiordanettoSimona CotestaColin McMartinMats KihlénPieter F. W. StoutenPublished in: J. Chem. Inf. Model. (2004)
Keyphrases
- classification accuracy
- accuracy rate
- classification rate
- automatic classification
- predictive accuracy
- support vector
- image classification
- pattern recognition
- support vector machine svm
- generalization ability
- classification scheme
- support vector machine
- high accuracy
- feature selection
- classification method
- classification algorithm
- classification systems
- machine learning
- random selection
- error rate
- prediction accuracy
- classification process
- supervised learning
- computational cost
- high classification accuracy
- pattern classification
- feature space
- classification models
- classifier combination
- neural network
- higher classification accuracy
- network structure
- decision rules
- class labels
- benchmark datasets
- training samples
- unsupervised learning
- feature set
- feature vectors
- preprocessing