Markov blanket-based universal feature selection for classification and regression of mixed-type data.
Junghye LeeJun-Yong JeongChi-Hyuck JunPublished in: Expert Syst. Appl. (2020)
Keyphrases
- feature selection
- support vector
- markov blanket
- data sets
- training data
- feature space
- data analysis
- classification accuracy
- model selection
- feature extraction
- pairwise
- classification models
- linear regression
- high dimensional data
- target variable
- high dimensionality
- feature set
- data points
- bayesian networks
- knowledge discovery
- machine learning