Replacement Method and Enhanced Replacement Method Versus the Genetic Algorithm Approach for the Selection of Molecular Descriptors in QSPR/QSAR Theories.
Andrew G. MercaderPablo DuchowiczFrancisco M. FernándezEduardo A. CastroPublished in: J. Chem. Inf. Model. (2010)
Keyphrases
- high precision
- detection method
- dynamic programming
- genetic algorithm
- preprocessing
- cost function
- optimization method
- segmentation method
- classification accuracy
- significant improvement
- computational complexity
- similarity measure
- k means
- neural network
- pairwise
- experimental evaluation
- object recognition
- high accuracy
- feature set
- synthetic data
- objective function
- learning algorithm
- selection algorithm