Toward Generating Simpler QSAR Models: Nonlinear Multivariate Regression versus Several Neural Network Ensembles and Some Related Methods.
Bono LucicDamir NadramijaIvan BasicNenad TrinajsticPublished in: J. Chem. Inf. Comput. Sci. (2003)
Keyphrases
- statistical models
- significant improvement
- empirical studies
- benchmark datasets
- statistical model
- neural network
- machine learning methods
- neural network ensembles
- nonlinear models
- predictive power
- multivariate regression
- simple linear
- nonlinear functions
- predictive model
- linear regression
- statistical methods
- text mining