Spline-Fitting with a Genetic Algorithm: A Method for Developing Classification Structure-Activity Relationships.
Jeffrey J. SutherlandLee A. O'BrienDonald F. WeaverPublished in: J. Chem. Inf. Comput. Sci. (2003)
Keyphrases
- classification method
- classification accuracy
- classification process
- significant improvement
- benchmark data sets
- genetic algorithm
- preprocessing
- accuracy rate
- parametric models
- unsupervised learning
- detection method
- machine learning methods
- probabilistic model
- clustering method
- support vector machine svm
- supervised learning
- support vector machine
- classification scheme
- objective function
- clustering algorithm
- text classification
- basis functions
- classification procedure
- classification algorithm
- tree structure
- optimization algorithm
- data sets
- image classification
- multiresolution
- feature vectors
- pattern recognition
- similarity measure
- neural network