GA-based method for feature selection and parameters optimization for machine learning regression applied to software effort estimation.
Adriano L. I. OliveiraPetrônio L. BragaRicardo Massa Ferreira LimaMárcio CornélioPublished in: Inf. Softw. Technol. (2010)
Keyphrases
- machine learning
- method for feature selection
- linear regression model
- fine tuning
- artificial intelligence
- optimization algorithm
- support vector
- linear regression
- natural language processing
- text mining
- parameter selection
- regression analysis
- optimization method
- genetic algorithm ga
- parameter estimation
- model selection
- knowledge acquisition
- feature vectors
- artificial neural networks
- feature space
- pattern recognition
- optimal solution
- decision trees
- feature selection
- genetic algorithm