Nonlinear Multivariate Regression Outperforms Several Concisely Designed Neural Networks on Three QSPR Data Sets.
Bono LucicDragan AmicNenad TrinajsticPublished in: J. Chem. Inf. Comput. Sci. (2000)
Keyphrases
- data sets
- neural network
- multivariate regression
- cascade correlation
- regression model
- pattern recognition
- artificial neural networks
- back propagation
- genetic algorithm
- real world data sets
- fuzzy systems
- synthetic data
- self organizing maps
- benchmark data sets
- model selection
- training process
- fuzzy logic
- cellular neural networks
- nonlinear dynamics
- weight update
- support vector machine
- computer vision