Automatic feature engineering for regression models with machine learning: An evolutionary computation and statistics hybrid.
Vinícius Veloso de MeloWolfgang BanzhafPublished in: Inf. Sci. (2018)
Keyphrases
- feature engineering
- regression model
- machine learning
- dependency parsing
- text classification
- natural language processing
- model selection
- labeled data
- regression analysis
- regression methods
- linear model
- speech processing
- generalized linear
- generalized linear models
- survival analysis
- explanatory variables
- machine learning algorithms
- target variable
- multivariate regression
- interval valued data
- statistical methods
- supervised learning
- active learning
- pattern recognition
- signal processing
- text mining
- hidden markov models
- regression trees
- information extraction
- image processing
- computer vision
- artificial intelligence